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Artificial Intelligence

Authors and titles for recent submissions

[ total of 535 entries: 1-535 ]
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Mon, 6 May 2024

[1]  arXiv:2405.02148 [pdf, ps, other]
Title: Towards a Formal Creativity Theory: Preliminary results in Novelty and Transformativeness
Authors: Luís Espírito Santo, Geraint Wiggins, Amílcar Cardoso
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[2]  arXiv:2405.02105 [pdf, other]
Title: Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph
Authors: Vladyslav Nechakhin, Jennifer D'Souza, Steffen Eger
Comments: 22 pages, 11 figures. In review at this https URL
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Theory (cs.IT)
[3]  arXiv:2405.02083 [pdf, other]
Title: A semantic loss for ontology classification
Authors: Simon Flügel, Martin Glauer, Till Mossakowski, Fabian Neuhaus
Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
[4]  arXiv:2405.01983 [pdf, other]
Title: Model-based reinforcement learning for protein backbone design
Authors: Frederic Renard, Cyprien Courtot, Alfredo Reichlin, Oliver Bent
Subjects: Artificial Intelligence (cs.AI); Biomolecules (q-bio.BM)
[5]  arXiv:2405.01906 [pdf, other]
Title: Instance-Conditioned Adaptation for Large-scale Generalization of Neural Combinatorial Optimization
Authors: Changliang Zhou, Xi Lin, Zhenkun Wang, Xialiang Tong, Mingxuan Yuan, Qingfu Zhang
Comments: 17 pages, 6 figures
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[6]  arXiv:2405.01840 [pdf, ps, other]
Title: An Essay concerning machine understanding
Authors: Herbert L. Roitblat
Subjects: Artificial Intelligence (cs.AI)
[7]  arXiv:2405.01839 [pdf, other]
Title: SocialGFs: Learning Social Gradient Fields for Multi-Agent Reinforcement Learning
Authors: Qian Long, Fangwei Zhong, Mingdong Wu, Yizhou Wang, Song-Chun Zhu
Comments: AAAI 2024 Cooperative Multi-Agent Systems Decision-Making and Learning (CMASDL) Workshop
Subjects: Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)
[8]  arXiv:2405.01810 [pdf, other]
Title: Non-linear Welfare-Aware Strategic Learning
Authors: Tian Xie, Xueru Zhang
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[9]  arXiv:2405.01797 [pdf, other]
Title: Learning under Imitative Strategic Behavior with Unforeseeable Outcomes
Authors: Tian Xie, Zhiqun Zuo, Mohammad Mahdi Khalili, Xueru Zhang
Subjects: Artificial Intelligence (cs.AI)
[10]  arXiv:2405.01745 [pdf, other]
Title: Large Language Models for UAVs: Current State and Pathways to the Future
Authors: Shumaila Javaid, Nasir Saeed, Bin He
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)
[11]  arXiv:2405.01585 [pdf, other]
Title: Tabular Embedding Model (TEM): Finetuning Embedding Models For Tabular RAG Applications
Authors: Sujit Khanna, Shishir Subedi
Comments: 11 pages, 5 figures
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[12]  arXiv:2405.01540 [pdf, other]
Title: Universal Imitation Games
Authors: Sridhar Mahadevan
Comments: 98 pages. arXiv admin note: substantial text overlap with arXiv:2402.18732
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[13]  arXiv:2405.02287 (cross-list from cs.CL) [pdf, other]
Title: Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models
Authors: Piotr Padlewski, Max Bain, Matthew Henderson, Zhongkai Zhu, Nishant Relan, Hai Pham, Donovan Ong, Kaloyan Aleksiev, Aitor Ormazabal, Samuel Phua, Ethan Yeo, Eugenie Lamprecht, Qi Liu, Yuqi Wang, Eric Chen, Deyu Fu, Lei Li, Che Zheng, Cyprien de Masson d'Autume, Dani Yogatama, Mikel Artetxe, Yi Tay
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[14]  arXiv:2405.02246 (cross-list from cs.CV) [pdf, other]
Title: What matters when building vision-language models?
Authors: Hugo Laurençon, Léo Tronchon, Matthieu Cord, Victor Sanh
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[15]  arXiv:2405.02228 (cross-list from cs.CL) [pdf, other]
Title: REASONS: A benchmark for REtrieval and Automated citationS Of scieNtific Sentences using Public and Proprietary LLMs
Authors: Deepa Tilwani, Yash Saxena, Ali Mohammadi, Edward Raff, Amit Sheth, Srinivasan Parthasarathy, Manas Gaur
Comments: Submitted to ACL ARR April 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[16]  arXiv:2405.02225 (cross-list from stat.ML) [pdf, other]
Title: Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks
Authors: Lujing Zhang, Aaron Roth, Linjun Zhang
Comments: 28 pages, 8 figures, accepted by ICML2024
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG); Methodology (stat.ME)
[17]  arXiv:2405.02213 (cross-list from cs.SE) [pdf, other]
Title: Automatic Programming: Large Language Models and Beyond
Authors: Michael R. Lyu, Baishakhi Ray, Abhik Roychoudhury, Shin Hwei Tan, Patanamon Thongtanunam
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[18]  arXiv:2405.02188 (cross-list from stat.ML) [pdf, other]
Title: Optimistic Regret Bounds for Online Learning in Adversarial Markov Decision Processes
Authors: Sang Bin Moon, Abolfazl Hashemi
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[19]  arXiv:2405.02178 (cross-list from cs.CL) [pdf, other]
Title: Assessing and Verifying Task Utility in LLM-Powered Applications
Authors: Negar Arabzadeh, Siging Huo, Nikhil Mehta, Qinqyun Wu, Chi Wang, Ahmed Awadallah, Charles L. A. Clarke, Julia Kiseleva
Comments: arXiv admin note: text overlap with arXiv:2402.09015
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[20]  arXiv:2405.02175 (cross-list from cs.CL) [pdf, other]
Title: Hoaxpedia: A Unified Wikipedia Hoax Articles Dataset
Authors: Hsuvas Borkakoty, Luis Espinosa-Anke
Comments: Short paper
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[21]  arXiv:2405.02165 (cross-list from cs.CL) [pdf, other]
Title: EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer
Authors: Hanwen Liu, Daniel Hajialigol, Benny Antony, Aiguo Han, Xuan Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[22]  arXiv:2405.02162 (cross-list from cs.CV) [pdf, other]
Title: Mapping the Unseen: Unified Promptable Panoptic Mapping with Dynamic Labeling using Foundation Models
Authors: Mohamad Al Mdfaa, Raghad Salameh, Sergey Zagoruyko, Gonzalo Ferrer
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[23]  arXiv:2405.02161 (cross-list from cs.LG) [pdf, other]
Title: Simulating the economic impact of rationality through reinforcement learning and agent-based modelling
Authors: Simone Brusatin, Tommaso Padoan, Andrea Coletta, Domenico Delli Gatti, Aldo Glielmo
Comments: 8 pages, 4 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Multiagent Systems (cs.MA); General Economics (econ.GN)
[24]  arXiv:2405.02151 (cross-list from cs.SD) [pdf, other]
Title: GMP-ATL: Gender-augmented Multi-scale Pseudo-label Enhanced Adaptive Transfer Learning for Speech Emotion Recognition via HuBERT
Authors: Yu Pan, Yuguang Yang, Heng Lu, Lei Ma, Jianjun Zhao
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[25]  arXiv:2405.02131 (cross-list from eess.SP) [pdf, other]
Title: Physics-informed generative neural networks for RF propagation prediction with application to indoor body perception
Authors: Federica Fieramosca, Vittorio Rampa, Michele D'Amico, Stefano Savazzi
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[26]  arXiv:2405.02124 (cross-list from eess.AS) [pdf, other]
Title: TIPAA-SSL: Text Independent Phone-to-Audio Alignment based on Self-Supervised Learning and Knowledge Transfer
Authors: Noé Tits, Prernna Bhatnagar, Thierry Dutoit
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[27]  arXiv:2405.02095 (cross-list from cs.SE) [pdf, ps, other]
Title: Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures
Authors: Jorge Martinez-Gil
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[28]  arXiv:2405.02082 (cross-list from stat.ML) [pdf, ps, other]
Title: A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning
Authors: Nicolas Dewolf
Comments: At 339 pages, this document is a live/working version of my PhD dissertation published in 2024 by the University of Ghent (UGent)
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST)
[29]  arXiv:2405.02079 (cross-list from cs.CL) [pdf, other]
Title: Argumentative Large Language Models for Explainable and Contestable Decision-Making
Authors: Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni
Comments: 19 pages, 17 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[30]  arXiv:2405.02048 (cross-list from cs.IR) [pdf, ps, other]
Title: Comparative Analysis of Retrieval Systems in the Real World
Authors: Dmytro Mozolevskyi, Waseem AlShikh
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[31]  arXiv:2405.02044 (cross-list from cs.LG) [pdf, other]
Title: Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach
Authors: Anton Plaksin, Vitaly Kalev
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Systems and Control (eess.SY); Optimization and Control (math.OC)
[32]  arXiv:2405.02024 (cross-list from cs.CL) [pdf, other]
Title: Analyzing Narrative Processing in Large Language Models (LLMs): Using GPT4 to test BERT
Authors: Patrick Krauss, Jannik Hösch, Claus Metzner, Andreas Maier, Peter Uhrig, Achim Schilling
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[33]  arXiv:2405.02016 (cross-list from cs.SI) [pdf, other]
Title: Adversarial Botometer: Adversarial Analysis for Social Bot Detection
Authors: Shaghayegh Najari, Davood Rafiee, Mostafa Salehi, Reza Farahbakhsh
Subjects: Social and Information Networks (cs.SI); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[34]  arXiv:2405.01997 (cross-list from cs.CL) [pdf, ps, other]
Title: Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo
Authors: Mahmoud Masoud, Ahmed Abdelhay, Mohammed Elhenawy
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[35]  arXiv:2405.01988 (cross-list from cs.SD) [pdf, other]
Title: Joint sentiment analysis of lyrics and audio in music
Authors: Lea Schaab, Anna Kruspe
Comments: published at DAGA 2024
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[36]  arXiv:2405.01984 (cross-list from math.OC) [pdf, other]
Title: A Penalty-Based Guardrail Algorithm for Non-Decreasing Optimization with Inequality Constraints
Authors: Ksenija Stepanovic, Wendelin Böhmer, Mathijs de Weerdt
Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI)
[37]  arXiv:2405.01974 (cross-list from cs.LG) [pdf, other]
Title: Multitask Extension of Geometrically Aligned Transfer Encoder
Authors: Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han
Comments: 7 pages, 3 figures, 2 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Quantitative Methods (q-bio.QM)
[38]  arXiv:2405.01963 (cross-list from cs.CR) [pdf, other]
Title: From Attack to Defense: Insights into Deep Learning Security Measures in Black-Box Settings
Authors: Firuz Juraev, Mohammed Abuhamad, Eric Chan-Tin, George K. Thiruvathukal, Tamer Abuhmed
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[39]  arXiv:2405.01952 (cross-list from stat.ML) [pdf, other]
Title: Three Quantization Regimes for ReLU Networks
Authors: Weigutian Ou, Philipp Schenkel, Helmut Bölcskei
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (cs.LG)
[40]  arXiv:2405.01943 (cross-list from cs.CL) [pdf, other]
Title: Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models
Authors: Zhiyu Guo, Hidetaka Kamigaito, Taro Wanatnabe
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[41]  arXiv:2405.01934 (cross-list from cs.CV) [pdf, other]
Title: Impact of Architectural Modifications on Deep Learning Adversarial Robustness
Authors: Firuz Juraev, Mohammed Abuhamad, Simon S. Woo, George K Thiruvathukal, Tamer Abuhmed
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Machine Learning (cs.LG)
[42]  arXiv:2405.01924 (cross-list from cs.CL) [pdf, other]
Title: Semi-Parametric Retrieval via Binary Token Index
Authors: Jiawei Zhou, Li Dong, Furu Wei, Lei Chen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[43]  arXiv:2405.01886 (cross-list from cs.CL) [pdf, other]
Title: Aloe: A Family of Fine-tuned Open Healthcare LLMs
Authors: Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Jordi Bayarri-Planas, Adrian Tormos, Daniel Hinjos, Pablo Bernabeu-Perez, Anna Arias-Duart, Pablo Agustin Martin-Torres, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Sergio Alvarez-Napagao, Eduard Ayguadé-Parra, Ulises Cortés Dario Garcia-Gasulla
Comments: Five appendix
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[44]  arXiv:2405.01882 (cross-list from cs.RO) [pdf, other]
Title: Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot
Authors: Zhanzhong Gu, Xiangjian He, Gengfa Fang, Chengpei Xu, Feng Xia, Wenjing Jia
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Signal Processing (eess.SP)
[45]  arXiv:2405.01859 (cross-list from cs.CY) [pdf, other]
Title: AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research
Authors: Riley Simmons-Edler, Ryan Badman, Shayne Longpre, Kanaka Rajan
Comments: 9 pages, in ICML 2024
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)
[46]  arXiv:2405.01851 (cross-list from cs.LG) [pdf, other]
Title: Deep Learning Inference on Heterogeneous Mobile Processors: Potentials and Pitfalls
Authors: Sicong Liu, Wentao Zhou, Zimu Zhou, Bin Guo, Minfan Wang, Cheng Fang, Zheng Lin, Zhiwen Yu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[47]  arXiv:2405.01847 (cross-list from cs.IR) [pdf, other]
Title: A Model-based Multi-Agent Personalized Short-Video Recommender System
Authors: Peilun Zhou, Xiaoxiao Xu, Lantao Hu, Han Li, Peng Jiang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[48]  arXiv:2405.01843 (cross-list from cs.LG) [pdf, ps, other]
Title: Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization
Authors: Mudit Gaur, Vaneet Aggarwal, Amrit Singh Bedi, Di Wang
Comments: arXiv admin note: text overlap with arXiv:2306.10486
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[49]  arXiv:2405.01824 (cross-list from cs.RO) [pdf, other]
Title: Creation of Novel Soft Robot Designs using Generative AI
Authors: Wee Kiat Chan, PengWei Wang, Raye Chen-Hua Yeow
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[50]  arXiv:2405.01820 (cross-list from cs.CY) [pdf, ps, other]
Title: Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention
Authors: Cedric Deslandes Whitney, Justin Norman
Journal-ref: FAccT '24, June 03--06, 2024, Rio de Janeiro, Brazil
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[51]  arXiv:2405.01815 (cross-list from cs.SD) [pdf, other]
Title: Toward end-to-end interpretable convolutional neural networks for waveform signals
Authors: Linh Vu, Thu Tran, Wern-Han Lim, Raphael Phan
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[52]  arXiv:2405.01807 (cross-list from cs.GT) [pdf, other]
Title: Algorithmic Decision-Making under Agents with Persistent Improvement
Authors: Tian Xie, Xuwei Tan, Xueru Zhang
Subjects: Computer Science and Game Theory (cs.GT); Artificial Intelligence (cs.AI)
[53]  arXiv:2405.01799 (cross-list from cs.CL) [pdf, other]
Title: Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features
Authors: Chuanbo Hu, Wenqi Li, Mindi Ruan, Xiangxu Yu, Lynn K. Paul, Shuo Wang, Xin Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[54]  arXiv:2405.01790 (cross-list from cs.CL) [pdf, other]
Title: Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization
Authors: Olubusayo Olabisi, Ameeta Agrawal
Comments: Accepted at VarDial 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[55]  arXiv:2405.01787 (cross-list from cs.PL) [pdf, other]
Title: Towards Neural Synthesis for SMT-Assisted Proof-Oriented Programming
Authors: Saikat Chakraborty, Gabriel Ebner, Siddharth Bhat, Sarah Fakhoury, Sakina Fatima, Shuvendu Lahiri, Nikhil Swamy
Subjects: Programming Languages (cs.PL); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
[56]  arXiv:2405.01776 (cross-list from cs.RO) [pdf, other]
Title: An Approach to Systematic Data Acquisition and Data-Driven Simulation for the Safety Testing of Automated Driving Functions
Authors: Leon Eisemann, Mirjam Fehling-Kaschek, Henrik Gommel, David Hermann, Marvin Klemp, Martin Lauer, Benjamin Lickert, Florian Luettner, Robin Moss, Nicole Neis, Maria Pohle, Simon Romanski, Daniel Stadler, Alexander Stolz, Jens Ziehn, Jingxing Zhou
Comments: 8 pages, 5 figures
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[57]  arXiv:2405.01768 (cross-list from cs.CL) [pdf, other]
Title: CoS: Enhancing Personalization and Mitigating Bias with Context Steering
Authors: Jerry Zhi-Yang He, Sashrika Pandey, Mariah L. Schrum, Anca Dragan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[58]  arXiv:2405.01760 (cross-list from cs.LG) [pdf, other]
Title: Reinforcement Learning-Guided Semi-Supervised Learning
Authors: Marzi Heidari, Hanping Zhang, Yuhong Guo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[59]  arXiv:2405.01756 (cross-list from physics.med-ph) [pdf, other]
Title: Segmentation-Free Outcome Prediction in Head and Neck Cancer: Deep Learning-based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs) of PET Images
Authors: Amirhosein Toosi, Isaac Shiri, Habib Zaidi, Arman Rahmim
Comments: 15 pages, 4 tables, 4 figures. Submitted for European Journal of Nuclear Medicine and Medical Imaging
Subjects: Medical Physics (physics.med-ph); Artificial Intelligence (cs.AI)
[60]  arXiv:2405.01744 (cross-list from cs.LG) [pdf, other]
Title: ALCM: Autonomous LLM-Augmented Causal Discovery Framework
Authors: Elahe Khatibi, Mahyar Abbasian, Zhongqi Yang, Iman Azimi, Amir M. Rahmani
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Methodology (stat.ME)
[61]  arXiv:2405.01741 (cross-list from cs.CR) [pdf, other]
Title: PVF (Parameter Vulnerability Factor): A Quantitative Metric Measuring AI Vulnerability and Resilience Against Parameter Corruptions
Authors: Xun Jiao, Fred Lin, Harish D. Dixit, Joel Coburn, Abhinav Pandey, Han Wang, Jianyu Huang, Venkat Ramesh, Wang Xu, Daniel Moore, Sriram Sankar
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR); Machine Learning (cs.LG)
[62]  arXiv:2405.01734 (cross-list from cs.CV) [pdf, other]
Title: Diabetic Retinopathy Detection Using Quantum Transfer Learning
Authors: Ankush Jain, Rinav Gupta, Jai Singhal
Comments: 14 pages, 12 figures and 5 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[63]  arXiv:2405.01724 (cross-list from cs.CL) [pdf, other]
Title: Large Language Models are Inconsistent and Biased Evaluators
Authors: Rickard Stureborg, Dimitris Alikaniotis, Yoshi Suhara
Comments: 9 pages, 7 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[64]  arXiv:2405.01723 (cross-list from cs.CV) [pdf, other]
Title: Zero-Shot Monocular Motion Segmentation in the Wild by Combining Deep Learning with Geometric Motion Model Fusion
Authors: Yuxiang Huang, Yuhao Chen, John Zelek
Comments: Accepted by the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[65]  arXiv:2405.01714 (cross-list from cs.LG) [pdf, other]
Title: Interpretable Vital Sign Forecasting with Model Agnostic Attention Maps
Authors: Yuwei Liu, Chen Dan, Anubhav Bhatti, Bingjie Shen, Divij Gupta, Suraj Parmar, San Lee
Comments: 8 pages, 4 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[66]  arXiv:2405.01711 (cross-list from cs.LG) [pdf, ps, other]
Title: Individual Fairness Through Reweighting and Tuning
Authors: Abdoul Jalil Djiberou Mahamadou, Lea Goetz, Russ Altman
Comments: 14 pages, 1 figure, and 2 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[67]  arXiv:2405.01705 (cross-list from cs.CV) [pdf, other]
Title: Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning
Authors: Rafael Elberg, Denis Parra, Mircea Petrache
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[68]  arXiv:2405.01699 (cross-list from cs.CV) [pdf, other]
Title: SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients
Authors: Tushar Verma, Jyotsna Singh, Yash Bhartari, Rishi Jarwal, Suraj Singh, Shubhkarman Singh
Comments: 7 pages, 5 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[69]  arXiv:2405.01686 (cross-list from cs.CL) [pdf, other]
Title: Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models
Authors: Hye Sun Yun, David Pogrebitskiy, Iain J. Marshall, Byron C. Wallace
Comments: 24 pages, 7 figures, 6 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[70]  arXiv:2405.01684 (cross-list from cs.LG) [pdf, other]
Title: Intelligent Switching for Reset-Free RL
Authors: Darshan Patil, Janarthanan Rajendran, Glen Berseth, Sarath Chandar
Comments: Published at ICLR 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[71]  arXiv:2405.01682 (cross-list from cs.CL) [pdf, other]
Title: Leveraging Prompt-Learning for Structured Information Extraction from Crohn's Disease Radiology Reports in a Low-Resource Language
Authors: Liam Hazan, Gili Focht, Naama Gavrielov, Roi Reichart, Talar Hagopian, Mary-Louise C. Greer, Ruth Cytter Kuint, Dan Turner, Moti Freiman
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[72]  arXiv:2405.01677 (cross-list from cs.LG) [pdf, other]
Title: Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
Authors: Shangding Gu, Bilgehan Sel, Yuhao Ding, Lu Wang, Qingwei Lin, Ming Jin, Alois Knoll
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[73]  arXiv:2405.01663 (cross-list from cs.LG) [pdf, ps, other]
Title: ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks
Authors: Yufei Jin, Xingquan Zhu
Comments: 16 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[74]  arXiv:2405.01660 (cross-list from cs.CL) [pdf, other]
Title: Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts
Authors: Tolga Buz, Benjamin Frost, Nikola Genchev, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo
Comments: Accepted to *SEM 2024 (StarSEM) conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[75]  arXiv:2405.01616 (cross-list from q-bio.BM) [pdf, other]
Title: Generative Active Learning for the Search of Small-molecule Protein Binders
Authors: Maksym Korablyov, Cheng-Hao Liu, Moksh Jain, Almer M. van der Sloot, Eric Jolicoeur, Edward Ruediger, Andrei Cristian Nica, Emmanuel Bengio, Kostiantyn Lapchevskyi, Daniel St-Cyr, Doris Alexandra Schuetz, Victor Ion Butoi, Jarrid Rector-Brooks, Simon Blackburn, Leo Feng, Hadi Nekoei, SaiKrishna Gottipati, Priyesh Vijayan, Prateek Gupta, Ladislav Rampášek, Sasikanth Avancha, Pierre-Luc Bacon, William L. Hamilton, Brooks Paige, Sanchit Misra, Stanislaw Kamil Jastrzebski, Bharat Kaul, Doina Precup, José Miguel Hernández-Lobato, Marwin Segler, Michael Bronstein, Anne Marinier, Mike Tyers, Yoshua Bengio
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[76]  arXiv:2405.01614 (cross-list from cs.LG) [pdf, other]
Title: A probabilistic estimation of remaining useful life from censored time-to-event data
Authors: Christian Marius Lillelund, Fernando Pannullo, Morten Opprud Jakobsen, Manuel Morante, Christian Fischer Pedersen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[77]  arXiv:2405.01611 (cross-list from cs.LG) [pdf, other]
Title: Unifying and extending Precision Recall metrics for assessing generative models
Authors: Benjamin Sykes, Loic Simon, Julien Rabin
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME); Machine Learning (stat.ML)
[78]  arXiv:2405.01593 (cross-list from cs.CL) [pdf, other]
Title: Large Language Model Agent for Fake News Detection
Authors: Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[79]  arXiv:2405.01592 (cross-list from cs.CL) [pdf, ps, other]
Title: Text and Audio Simplification: Human vs. ChatGPT
Authors: Gondy Leroy, David Kauchak, Philip Harber, Ankit Pal, Akash Shukla
Comments: AMIA Summit, Boston, 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[80]  arXiv:2405.01591 (cross-list from cs.CL) [pdf, other]
Title: Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language Model
Authors: Seonhee Cho, Choonghan Kim, Jiho Lee, Chetan Chilkunda, Sujin Choi, Joo Heung Yoon
Comments: Under review
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)
[81]  arXiv:2405.01589 (cross-list from cs.CL) [pdf, ps, other]
Title: GPT-4 passes most of the 297 written Polish Board Certification Examinations
Authors: Jakub Pokrywka, Jeremi Kaczmarek, Edward Gorzelańczyk
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[82]  arXiv:2405.01588 (cross-list from cs.CL) [pdf, other]
Title: Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL
Authors: Yongjin Yang, Sihyeon Kim, SangMook Kim, Gyubok Lee, Se-Young Yun, Edward Choi
Comments: DPFM Workshop, ICLR 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[83]  arXiv:2405.01587 (cross-list from cs.CL) [pdf, ps, other]
Title: Improve Academic Query Resolution through BERT-based Question Extraction from Images
Authors: Nidhi Kamal, Saurabh Yadav, Jorawar Singh, Aditi Avasthi
Journal-ref: 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) volume 2 (2024) 1-4
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[84]  arXiv:2405.01583 (cross-list from cs.CL) [pdf, other]
Title: MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning
Authors: Nadia Saeed
Comments: 7 pages, 3 figures, Clinical NLP 2024 workshop proceedings in Shared Task
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[85]  arXiv:2405.01582 (cross-list from cs.CL) [pdf, other]
Title: Text Quality-Based Pruning for Efficient Training of Language Models
Authors: Vasu Sharma, Karthik Padthe, Newsha Ardalani, Kushal Tirumala, Russell Howes, Hu Xu, Po-Yao Huang, Shang-Wen Li, Armen Aghajanyan, Gargi Ghosh
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[86]  arXiv:2405.01581 (cross-list from cs.CL) [pdf, other]
Title: The Mercurial Top-Level Ontology of Large Language Models
Authors: Nele Köhler, Fabian Neuhaus
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[87]  arXiv:2405.01580 (cross-list from cs.SE) [pdf, other]
Title: On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation
Authors: Atharva Naik
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[88]  arXiv:2405.01576 (cross-list from cs.CL) [pdf, other]
Title: Uncovering Deceptive Tendencies in Language Models: A Simulated Company AI Assistant
Authors: Olli Järviniemi, Evan Hubinger
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[89]  arXiv:2405.01575 (cross-list from cs.SE) [pdf, other]
Title: Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024
Authors: Thuy Nguyen Thi, Anh Nguyen Viet, Thin Dang Van, Ngan Nguyen Luu Thuy
Comments: Software mention recognition, Named entity recognition, Transformer, Three-stage framework
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[90]  arXiv:2405.01574 (cross-list from cs.SE) [pdf, ps, other]
Title: On Using Agent-based Modeling and Simulation for Studying Blockchain Systems
Authors: Önder Gürcan
Comments: 2 pages, "JFMS 2020 -- Les Journees Francophones de la Modelisation et de la Simulation -- Convergences entre la Theorie de la Modelisation et la Simulation et les Systemes Multi-Agents"
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[91]  arXiv:2405.01573 (cross-list from cs.SE) [pdf, other]
Title: Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository
Authors: Ajinkya Deshpande, Anmol Agarwal, Shashank Shet, Arun Iyer, Aditya Kanade, Ramakrishna Bairi, Suresh Parthasarathy
Comments: Preprint
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[92]  arXiv:2405.01572 (cross-list from cs.SE) [pdf, other]
Title: A Semi-Formal Verification Methodology for Efficient Configuration Coverage of Highly Configurable Digital Designs
Authors: Aman Kumar, Sebastian Simon
Comments: Published in DVCon U.S. 2021
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR)
[93]  arXiv:2405.01567 (cross-list from cs.SE) [pdf, other]
Title: CodeFort: Robust Training for Code Generation Models
Authors: Yuhao Zhang, Shiqi Wang, Haifeng Qian, Zijian Wang, Mingyue Shang, Linbo Liu, Sanjay Krishna Gouda, Baishakhi Ray, Murali Krishna Ramanathan, Xiaofei Ma, Anoop Deoras
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[94]  arXiv:2405.01563 (cross-list from cs.LG) [pdf, other]
Title: Mitigating LLM Hallucinations via Conformal Abstention
Authors: Yasin Abbasi Yadkori, Ilja Kuzborskij, David Stutz, András György, Adam Fisch, Arnaud Doucet, Iuliya Beloshapka, Wei-Hung Weng, Yao-Yuan Yang, Csaba Szepesvári, Ali Taylan Cemgil, Nenad Tomasev
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[95]  arXiv:2405.01561 (cross-list from cs.SE) [pdf, ps, other]
Title: Rapid Mobile App Development for Generative AI Agents on MIT App Inventor
Authors: Jaida Gao, Calab Su, Etai Miller, Kevin Lu, Yu Meng
Journal-ref: Journal of advances in information science and technology 2(3) 1-8, March 2024
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[96]  arXiv:2405.01556 (cross-list from cs.SE) [pdf, other]
Title: Semantically Aligned Question and Code Generation for Automated Insight Generation
Authors: Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[97]  arXiv:2405.01555 (cross-list from cs.NI) [pdf, ps, other]
Title: Digital Twin-Empowered Task Assignment in Aerial MEC Network: A Resource Coalition Cooperation Approach with Generative Model
Authors: Xin Tang, Qian Chen, Rong Yu, Xiaohuan Li
Subjects: Networking and Internet Architecture (cs.NI); Artificial Intelligence (cs.AI)
[98]  arXiv:2405.01554 (cross-list from cs.LG) [pdf, other]
Title: Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series
Authors: Junggu Choi, Tak Hur, Daniel K. Park, Na-Young Shin, Seung-Koo Lee, Hakbae Lee, Sanghoon Han
Comments: 28 pages, 10 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC)
[99]  arXiv:2405.01553 (cross-list from cs.SE) [pdf, ps, other]
Title: Empirical Studies of Parameter Efficient Methods for Large Language Models of Code and Knowledge Transfer to R
Authors: Amirreza Esmaeili, Iman Saberi, Fatemeh H. Fard
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)

Fri, 3 May 2024

[100]  arXiv:2405.01453 [pdf, other]
Title: Creative Problem Solving in Large Language and Vision Models -- What Would it Take?
Authors: Lakshmi Nair, Evana Gizzi, Jivko Sinapov
Comments: 9 pages, 7 figures, 2 tables
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[101]  arXiv:2405.01398 [pdf, ps, other]
Title: Advancing Frontiers in SLAM: A Survey of Symbolic Representation and Human-Machine Teaming in Environmental Mapping
Authors: Brandon Curtis Colelough
Comments: 8 pages, 1 figure
Subjects: Artificial Intelligence (cs.AI)
[102]  arXiv:2405.01394 [pdf, other]
Title: Analysis of a Modular Autonomous Driving Architecture: The Top Submission to CARLA Leaderboard 2.0 Challenge
Authors: Weize Zhang, Mohammed Elmahgiubi, Kasra Rezaee, Behzad Khamidehi, Hamidreza Mirkhani, Fazel Arasteh, Chunlin Li, Muhammad Ahsan Kaleem, Eduardo R. Corral-Soto, Dhruv Sharma, Tongtong Cao
Subjects: Artificial Intelligence (cs.AI)
[103]  arXiv:2405.01259 [pdf, other]
Title: Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach
Authors: Xuyao Feng, Anthony Hunter
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[104]  arXiv:2405.01029 [pdf, other]
Title: MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
Authors: Jianan Zhou, Zhiguang Cao, Yaoxin Wu, Wen Song, Yining Ma, Jie Zhang, Chi Xu
Comments: Accepted at ICML 2024
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[105]  arXiv:2405.00981 [pdf, other]
Title: Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation
Authors: David Eric Austin, Anton Korikov, Armin Toroghi, Scott Sanner
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[106]  arXiv:2405.00960 [pdf, ps, other]
Title: Foundations for Digital Twins
Authors: Regina Hurley, Dan Maxwell, Jon McLellan, Finn Wilson, John Beverley
Comments: 14
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Information Theory (cs.IT)
[107]  arXiv:2405.00843 [pdf, ps, other]
Title: Can a Hallucinating Model help in Reducing Human "Hallucination"?
Authors: Sowmya S Sundaram, Balaji Alwar
Comments: Under review
Subjects: Artificial Intelligence (cs.AI)
[108]  arXiv:2405.01534 (cross-list from cs.LG) [pdf, other]
Title: Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
Authors: Murtaza Dalal, Tarun Chiruvolu, Devendra Chaplot, Ruslan Salakhutdinov
Comments: Published at ICLR 2024. Website at this https URL 9 pages, 3 figures, 3 tables; 14 pages appendix (7 additional figures)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
[109]  arXiv:2405.01531 (cross-list from cs.LG) [pdf, other]
Title: Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models
Authors: Nishad Singhi, Jae Myung Kim, Karsten Roth, Zeynep Akata
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[110]  arXiv:2405.01525 (cross-list from cs.CL) [pdf, other]
Title: FLAME: Factuality-Aware Alignment for Large Language Models
Authors: Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Wen-tau Yih, Xilun Chen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[111]  arXiv:2405.01524 (cross-list from cs.LG) [pdf, other]
Title: A separability-based approach to quantifying generalization: which layer is best?
Authors: Luciano Dyballa, Evan Gerritz, Steven W. Zucker
Comments: 6, pages, 6 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[112]  arXiv:2405.01509 (cross-list from cs.CR) [pdf, other]
Title: Learnable Linguistic Watermarks for Tracing Model Extraction Attacks on Large Language Models
Authors: Minhao Bai, Kaiyi Pang, Yongfeng Huang
Comments: not decided
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[113]  arXiv:2405.01502 (cross-list from cs.CL) [pdf, other]
Title: Analyzing the Role of Semantic Representations in the Era of Large Language Models
Authors: Zhijing Jin, Yuen Chen, Fernando Gonzalez, Jiarui Liu, Jiayi Zhang, Julian Michael, Bernhard Schölkopf, Mona Diab
Comments: NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[114]  arXiv:2405.01490 (cross-list from cs.CL) [pdf, other]
Title: Controllable Text Generation in the Instruction-Tuning Era
Authors: Dhananjay Ashok, Barnabas Poczos
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[115]  arXiv:2405.01483 (cross-list from cs.CV) [pdf, other]
Title: MANTIS: Interleaved Multi-Image Instruction Tuning
Authors: Dongfu Jiang, Xuan He, Huaye Zeng, Cong Wei, Max Ku, Qian Liu, Wenhu Chen
Comments: 9 pages, 3 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[116]  arXiv:2405.01481 (cross-list from cs.CL) [pdf, other]
Title: NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment
Authors: Gerald Shen, Zhilin Wang, Olivier Delalleau, Jiaqi Zeng, Yi Dong, Daniel Egert, Shengyang Sun, Jimmy Zhang, Sahil Jain, Ali Taghibakhshi, Markel Sanz Ausin, Ashwath Aithal, Oleksii Kuchaiev
Comments: 13 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[117]  arXiv:2405.01474 (cross-list from cs.CL) [pdf, other]
Title: V-FLUTE: Visual Figurative Language Understanding with Textual Explanations
Authors: Arkadiy Saakyan, Shreyas Kulkarni, Tuhin Chakrabarty, Smaranda Muresan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[118]  arXiv:2405.01472 (cross-list from cs.RO) [pdf, other]
Title: IntervenGen: Interventional Data Generation for Robust and Data-Efficient Robot Imitation Learning
Authors: Ryan Hoque, Ajay Mandlekar, Caelan Garrett, Ken Goldberg, Dieter Fox
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[119]  arXiv:2405.01469 (cross-list from cs.CV) [pdf, other]
Title: Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning
Authors: Théo Moutakanni, Piotr Bojanowski, Guillaume Chassagnon, Céline Hudelot, Armand Joulin, Yann LeCun, Matthew Muckley, Maxime Oquab, Marie-Pierre Revel, Maria Vakalopoulou
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[120]  arXiv:2405.01468 (cross-list from cs.LG) [pdf, other]
Title: Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
Authors: Yifei Ming, Yixuan Li
Comments: The paper is accepted at ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[121]  arXiv:2405.01460 (cross-list from cs.CR) [pdf, other]
Title: Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders
Authors: Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
Comments: Accepted by ICML 2024
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[122]  arXiv:2405.01458 (cross-list from cs.CL) [pdf, other]
Title: UQA: Corpus for Urdu Question Answering
Authors: Samee Arif, Sualeha Farid, Awais Athar, Agha Ali Raza
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[123]  arXiv:2405.01440 (cross-list from cs.RO) [pdf, other]
Title: A Review of Reward Functions for Reinforcement Learning in the context of Autonomous Driving
Authors: Ahmed Abouelazm, Jonas Michel, J. Marius Zoellner
Comments: Accepted at "Interaction-driven Behavior Prediction and Planning for Autonomous Vehicles" workshop in 35th IEEE Intelligent Vehicles Symposium (IV 2024)
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[124]  arXiv:2405.01419 (cross-list from cs.AR) [pdf, other]
Title: Natural Language to Verilog: Design of a Recurrent Spiking Neural Network using Large Language Models and ChatGPT
Authors: Paola Vitolo, George Psaltakis, Michael Tomlinson, Gian Domenico Licciardo, Andreas G. Andreou
Subjects: Hardware Architecture (cs.AR); Artificial Intelligence (cs.AI)
[125]  arXiv:2405.01413 (cross-list from cs.CV) [pdf, other]
Title: MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors
Authors: Yuan Tang, Xu Han, Xianzhi Li, Qiao Yu, Yixue Hao, Long Hu, Min Chen
Comments: 17 pages, 9 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[126]  arXiv:2405.01409 (cross-list from cs.CV) [pdf, other]
Title: Goal-conditioned reinforcement learning for ultrasound navigation guidance
Authors: Abdoul Aziz Amadou, Vivek Singh, Florin C. Ghesu, Young-Ho Kim, Laura Stanciulescu, Harshitha P. Sai, Puneet Sharma, Alistair Young, Ronak Rajani, Kawal Rhode
Comments: 11 pages, 3 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[127]  arXiv:2405.01403 (cross-list from cs.CL) [pdf, other]
Title: Unsupervised Flow Discovery from Task-oriented Dialogues
Authors: Patrícia Ferreira, Daniel Martins, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira
Comments: 12 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[128]  arXiv:2405.01402 (cross-list from cs.RO) [pdf, other]
Title: Learning Force Control for Legged Manipulation
Authors: Tifanny Portela, Gabriel B. Margolis, Yandong Ji, Pulkit Agrawal
Comments: This work has been accepted to ICRA24, as well as the Loco-manipulation workshop at ICRA24
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY)
[129]  arXiv:2405.01392 (cross-list from cs.RO) [pdf, other]
Title: LLMSat: A Large Language Model-Based Goal-Oriented Agent for Autonomous Space Exploration
Authors: David Maranto
Comments: B.A.Sc thesis
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA); Space Physics (physics.space-ph)
[130]  arXiv:2405.01305 (cross-list from cs.NE) [pdf, other]
Title: Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware
Authors: Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca
Comments: 16 pages, 6 figures. Supplementary material: 7 pages, 6 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[131]  arXiv:2405.01299 (cross-list from cs.CL) [pdf, other]
Title: The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation
Authors: Maja Pavlovic, Massimo Poesio
Comments: LREC-COLING NLPerspectives workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[132]  arXiv:2405.01293 (cross-list from cs.CL) [pdf, ps, other]
Title: Low-resource speech recognition and dialect identification of Irish in a multi-task framework
Authors: Liam Lonergan, Mengjie Qian, Neasa Ní Chiaráin, Christer Gobl, Ailbhe Ní Chasaide
Comments: 7 pages. Accepted to Odyssey 2024 - The Speaker and Language Recognition Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[133]  arXiv:2405.01286 (cross-list from cs.CY) [pdf, ps, other]
Title: Data Feminism for AI
Authors: Lauren Klein, Catherine D'Ignazio
Comments: 21 pages, to be published in the 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24)
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI)
[134]  arXiv:2405.01273 (cross-list from cs.CV) [pdf, other]
Title: Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration
Authors: Praveen Kumar Chandaliya, Kiran Raja, Raghavendra Ramachandra, Zahid Akhtar, Christoph Busch
Comments: 8 Pages
Journal-ref: Automatic Face and Gesture Recognition 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[135]  arXiv:2405.01266 (cross-list from cs.RO) [pdf, other]
Title: MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving
Authors: Haicheng Liao, Zhenning Li, Chengyue Wang, Huanming Shen, Bonan Wang, Dongping Liao, Guofa Li, Chengzhong Xu
Comments: Accepted by IJCAI 2024
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[136]  arXiv:2405.01242 (cross-list from cs.SD) [pdf, other]
Title: TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms
Authors: Yueyuan Sui, Minghui Zhao, Junxi Xia, Xiaofan Jiang, Stephen Xia
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[137]  arXiv:2405.01229 (cross-list from cs.LG) [pdf, ps, other]
Title: Boosting Jailbreak Attack with Momentum
Authors: Yihao Zhang, Zeming Wei
Comments: ICLR 2024 Workshop on Reliable and Responsible Foundation Models
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Cryptography and Security (cs.CR); Optimization and Control (math.OC)
[138]  arXiv:2405.01216 (cross-list from cs.CL) [pdf, other]
Title: DMON: A Simple yet Effective Approach for Argument Structure Learning
Authors: Wei Sun, Mingxiao Li, Jingyuan Sun, Jesse Davis, Marie-Francine Moens
Comments: COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[139]  arXiv:2405.01204 (cross-list from cs.CV) [pdf, other]
Title: Towards Cross-Scale Attention and Surface Supervision for Fractured Bone Segmentation in CT
Authors: Yu Zhou, Xiahao Zou, Yi Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[140]  arXiv:2405.01198 (cross-list from cs.LG) [pdf, other]
Title: Towards Interpretable Reinforcement Learning with Constrained Normalizing Flow Policies
Authors: Finn Rietz, Erik Schaffernicht, Stefan Heinrich, Johannes A. Stork
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[141]  arXiv:2405.01189 (cross-list from cs.LG) [pdf, other]
Title: Gradient-Congruity Guided Federated Sparse Training
Authors: Chris Xing Tian, Yibing Liu, Haoliang Li, Ray C.C. Cheung, Shiqi Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[142]  arXiv:2405.01186 (cross-list from cs.LG) [pdf, other]
Title: Potential Energy based Mixture Model for Noisy Label Learning
Authors: Zijia Wang, Wenbin Yang, Zhisong Liu, Zhen Jia
Comments: 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[143]  arXiv:2405.01175 (cross-list from cs.CV) [pdf, other]
Title: Uncertainty-aware self-training with expectation maximization basis transformation
Authors: Zijia Wang, Wenbin Yang, Zhisong Liu, Zhen Jia
Journal-ref: 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[144]  arXiv:2405.01158 (cross-list from cs.LG) [pdf, other]
Title: Interpretable Data-driven Anomaly Detection in Industrial Processes with ExIFFI
Authors: Davide Frizzo, Francesco Borsatti, Alessio Arcudi, Antonio De Moliner, Roberto Oboe, Gian Antonio Susto
Comments: 6 pages, submitted to IEEE RTSI 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[145]  arXiv:2405.01156 (cross-list from cs.CV) [pdf, other]
Title: Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers
Authors: Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas Maier, Dorin Comaniciu, Florin C. Ghesu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[146]  arXiv:2405.01148 (cross-list from q-bio.NC) [pdf, other]
Title: Qualia and the Formal Structure of Meaning
Authors: Xerxes D. Arsiwalla
Comments: 28 pages
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Category Theory (math.CT); History and Philosophy of Physics (physics.hist-ph)
[147]  arXiv:2405.01134 (cross-list from cs.RO) [pdf, other]
Title: Leveraging Procedural Generation for Learning Autonomous Peg-in-Hole Assembly in Space
Authors: Andrej Orsula, Matthieu Geist, Miguel Olivares-Mendez, Carol Martinez
Comments: Accepted for publication at the 2024 International Conference on Space Robotics (iSpaRo) | The source code is available at this https URL
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[148]  arXiv:2405.01121 (cross-list from cs.CL) [pdf, other]
Title: Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting Transcripts
Authors: Lotem Golany, Filippo Galgani, Maya Mamo, Nimrod Parasol, Omer Vandsburger, Nadav Bar, Ido Dagan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[149]  arXiv:2405.01113 (cross-list from cs.CV) [pdf, other]
Title: Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation
Authors: Seungyeop Lee, Knut Peterson, Solmaz Arezoomandan, Bill Cai, Peihan Li, Lifeng Zhou, David Han
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)
[150]  arXiv:2405.01108 (cross-list from cs.CV) [pdf, other]
Title: Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object Detection
Authors: Ahmad Khalil, Tizian Dege, Pegah Golchin, Rostyslav Olshevskyi, Antonio Fernandez Anta, Tobias Meuser
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[151]  arXiv:2405.01102 (cross-list from cs.LG) [pdf, other]
Title: Less is More: on the Over-Globalizing Problem in Graph Transformers
Authors: Yujie Xing, Xiao Wang, Yibo Li, Hai Huang, Chuan Shi
Comments: Accepted by ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[152]  arXiv:2405.01073 (cross-list from cs.LG) [pdf, other]
Title: Poisoning Attacks on Federated Learning for Autonomous Driving
Authors: Sonakshi Garg, Hugo Jönsson, Gustav Kalander, Axel Nilsson, Bhhaanu Pirange, Viktor Valadi, Johan Östman
Comments: Accepted to SCAI2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Computer Vision and Pattern Recognition (cs.CV)
[153]  arXiv:2405.01067 (cross-list from cs.LG) [pdf, other]
Title: AB-Training: A Communication-Efficient Approach for Distributed Low-Rank Learning
Authors: Daniel Coquelin, Katherina Flügel, Marie Weiel, Nicholas Kiefer, Muhammed Öz, Charlotte Debus, Achim Streit, Markus Götz
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[154]  arXiv:2405.01066 (cross-list from cs.CV) [pdf, ps, other]
Title: HandSSCA: 3D Hand Mesh Reconstruction with State Space Channel Attention from RGB images
Authors: Zixun Jiao, Xihan Wang, Quanli Gao
Comments: 13 pages, 5 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[155]  arXiv:2405.01060 (cross-list from cs.LG) [pdf, other]
Title: A text-based, generative deep learning model for soil reflectance spectrum simulation in the VIS-NIR (400-2499 nm) bands
Authors: Tong Lei, Brian N. Bailey
Comments: The paper has been submitted to Remote sensing of Environment and revised
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[156]  arXiv:2405.01055 (cross-list from cs.LG) [pdf, ps, other]
Title: Leverage Multi-source Traffic Demand Data Fusion with Transformer Model for Urban Parking Prediction
Authors: Yin Huang, Yongqi Dong, Youhua Tang, Li Li
Comments: 7 pages, 5 figures, under review by the 27th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2024)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET)
[157]  arXiv:2405.01053 (cross-list from cs.LG) [pdf, other]
Title: Explicitly Modeling Generality into Self-Supervised Learning
Authors: Jingyao Wang, Wenwen Qiang, Changwen Zheng
Comments: 28 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[158]  arXiv:2405.01035 (cross-list from cs.GT) [pdf, other]
Title: LOQA: Learning with Opponent Q-Learning Awareness
Authors: Milad Aghajohari, Juan Agustin Duque, Tim Cooijmans, Aaron Courville
Comments: accepted to ICLR but still not in proceedings this https URL
Subjects: Computer Science and Game Theory (cs.GT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[159]  arXiv:2405.01022 (cross-list from cs.CL) [pdf, other]
Title: UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation
Authors: Juhwan Choi, Yeonghwa Kim, Seunguk Yu, JungMin Yun, YoungBin Kim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[160]  arXiv:2405.01016 (cross-list from cs.CV) [pdf, other]
Title: Addressing Diverging Training Costs using Local Restoration for Precise Bird's Eye View Map Construction
Authors: Minsu Kim, Giseop Kim, Sunwook Choi
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[161]  arXiv:2405.01013 (cross-list from cs.LG) [pdf, other]
Title: Non-clairvoyant Scheduling with Partial Predictions
Authors: Ziyad Benomar, Vianney Perchet
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS)
[162]  arXiv:2405.01004 (cross-list from cs.SD) [pdf, ps, other]
Title: Deep Learning Models in Speech Recognition: Measuring GPU Energy Consumption, Impact of Noise and Model Quantization for Edge Deployment
Authors: Aditya Chakravarty
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[163]  arXiv:2405.00985 (cross-list from cs.LG) [pdf, other]
Title: Progressive Feedforward Collapse of ResNet Training
Authors: Sicong Wang, Kuo Gai, Shihua Zhang
Comments: 14 pages, 5 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Statistics Theory (math.ST)
[164]  arXiv:2405.00972 (cross-list from cs.CL) [pdf, other]
Title: CACTUS: Chemistry Agent Connecting Tool-Usage to Science
Authors: Andrew D. McNaughton, Gautham Ramalaxmi, Agustin Kruel, Carter R. Knutson, Rohith A. Varikoti, Neeraj Kumar
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Chemical Physics (physics.chem-ph); Quantitative Methods (q-bio.QM)
[165]  arXiv:2405.00970 (cross-list from cs.CL) [pdf, other]
Title: How Can I Get It Right? Using GPT to Rephrase Incorrect Trainee Responses
Authors: Jionghao Lin, Zifei Han, Danielle R. Thomas, Ashish Gurung, Shivang Gupta, Vincent Aleven, Kenneth R. Koedinger
Comments: International Journal of Artificial Intelligence in Education
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[166]  arXiv:2405.00966 (cross-list from cs.CL) [pdf, other]
Title: Efficient Compression of Multitask Multilingual Speech Models
Authors: Thomas Palmeira Ferraz
Comments: Master Thesis
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[167]  arXiv:2405.00958 (cross-list from cs.LG) [pdf, other]
Title: Generative manufacturing systems using diffusion models and ChatGPT
Authors: Xingyu Li, Fei Tao, Wei Ye, Aydin Nassehi, John W. Sutherland
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Systems and Control (eess.SY)
[168]  arXiv:2405.00957 (cross-list from cs.LG) [pdf, other]
Title: IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
Authors: Shenghe Zheng, Hongzhi Wang, Xianglong Liu
Comments: 18 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[169]  arXiv:2405.00950 (cross-list from cs.LG) [pdf, other]
Title: Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback
Authors: Guojun Xiong, Jian Li
Comments: Accepted by ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[170]  arXiv:2405.00915 (cross-list from cs.CV) [pdf, other]
Title: EchoScene: Indoor Scene Generation via Information Echo over Scene Graph Diffusion
Authors: Guangyao Zhai, Evin Pınar Örnek, Dave Zhenyu Chen, Ruotong Liao, Yan Di, Nassir Navab, Federico Tombari, Benjamin Busam
Comments: 25 pages. 10 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[171]  arXiv:2405.00908 (cross-list from cs.CV) [pdf, ps, other]
Title: Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin
Authors: K. Yeh, M. S. Jabal, V. Gupta, D. F. Kallmes, W. Brinjikji, B. S. Erdal
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[172]  arXiv:2405.00906 (cross-list from cs.CV) [pdf, other]
Title: LOTUS: Improving Transformer Efficiency with Sparsity Pruning and Data Lottery Tickets
Authors: Ojasw Upadhyay
Comments: 3 pages, 5 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[173]  arXiv:2405.00902 (cross-list from cs.LG) [pdf, ps, other]
Title: MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure
Authors: Zhicheng Zhang, Yancheng Liang, Yi Wu, Fei Fang
Comments: Accepted to AAMAS 2024. 15 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)
[174]  arXiv:2405.00899 (cross-list from cs.HC) [pdf, other]
Title: Characterising the Creative Process in Humans and Large Language Models
Authors: Surabhi S. Nath, Peter Dayan, Claire Stevenson
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neurons and Cognition (q-bio.NC)
[175]  arXiv:2405.00892 (cross-list from cs.CV) [pdf, other]
Title: Wake Vision: A Large-scale, Diverse Dataset and Benchmark Suite for TinyML Person Detection
Authors: Colby Banbury, Emil Njor, Matthew Stewart, Pete Warden, Manjunath Kudlur, Nat Jeffries, Xenofon Fafoutis, Vijay Janapa Reddi
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[176]  arXiv:2405.00877 (cross-list from cs.LG) [pdf, other]
Title: Markov flow policy -- deep MC
Authors: Nitsan Soffair, Gilad Katz
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[177]  arXiv:2405.00876 (cross-list from cs.CV) [pdf, other]
Title: Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis
Authors: Prateek Verma, Minh-Hao Van, Xintao Wu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[178]  arXiv:2405.00874 (cross-list from cs.SE) [pdf, ps, other]
Title: Artificial intelligence for context-aware visual change detection in software test automation
Authors: Milad Moradi, Ke Yan, David Colwell, Rhona Asgari
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[179]  arXiv:2405.00841 (cross-list from cs.RO) [pdf, other]
Title: Sim-Grasp: Learning 6-DOF Grasp Policies for Cluttered Environments Using a Synthetic Benchmark
Authors: Juncheng Li, David J. Cappelleri
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[180]  arXiv:2405.00839 (cross-list from cs.LG) [pdf, other]
Title: Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning
Authors: Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng Yan, Junshan Zhang
Comments: This paper has been accepted for presentation at ICDCS (44th IEEE International Conference on Distributed Computing Systems). Keywords: decentralized multi-agent learning, federated learning, edge computing, heterogeneous agents, workload balancing, and communication-efficient training )
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Multiagent Systems (cs.MA); Performance (cs.PF)
[181]  arXiv:2405.00823 (cross-list from cs.CL) [pdf, other]
Title: WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting
Authors: Olly Styles, Sam Miller, Patricio Cerda-Mardini, Tanaya Guha, Victor Sanchez, Bertie Vidgen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)
[182]  arXiv:2405.00791 (cross-list from cs.CV) [pdf, other]
Title: Obtaining Favorable Layouts for Multiple Object Generation
Authors: Barak Battash, Amit Rozner, Lior Wolf, Ofir Lindenbaum
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[183]  arXiv:2405.00790 (cross-list from cs.AR) [pdf, other]
Title: SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators
Authors: Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
Subjects: Hardware Architecture (cs.AR); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Performance (cs.PF)
[184]  arXiv:2405.00760 (cross-list from cs.CV) [pdf, other]
Title: Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models
Authors: Xiaoshi Wu, Yiming Hao, Manyuan Zhang, Keqiang Sun, Zhaoyang Huang, Guanglu Song, Yu Liu, Hongsheng Li
Comments: N/A
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[185]  arXiv:2405.00753 (cross-list from q-bio.QM) [pdf, other]
Title: HMAMP: Hypervolume-Driven Multi-Objective Antimicrobial Peptides Design
Authors: Li Wang, Yiping Li, Xiangzheng Fu, Xiucai Ye, Junfeng Shi, Gary G. Yen, Xiangxiang Zeng
Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI)
[186]  arXiv:2405.00751 (cross-list from q-bio.QM) [pdf, other]
Title: F$^3$low: Frame-to-Frame Coarse-grained Molecular Dynamics with SE(3) Guided Flow Matching
Authors: Shaoning Li, Yusong Wang, Mingyu Li, Jian Zhang, Bin Shao, Nanning Zheng, Jian Tang
Comments: Accepted by ICLR 2024 GEM workshop
Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[187]  arXiv:2405.00750 (cross-list from cs.HC) [pdf, other]
Title: From Keyboard to Chatbot: An AI-powered Integration Platform with Large-Language Models for Teaching Computational Thinking for Young Children
Authors: Changjae Lee, Jinjun Xiong
Comments: 26 pages, 11 figures
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[188]  arXiv:2405.00748 (cross-list from cs.HC) [pdf, other]
Title: ChatGPT in Data Visualization Education: A Student Perspective
Authors: Nam Wook Kim, Hyung-Kwon Ko, Grace Myers, Benjamin Bach
Comments: 12 pages; 3 figures
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[189]  arXiv:2405.00747 (cross-list from cs.LG) [pdf, other]
Title: Soft Preference Optimization: Aligning Language Models to Expert Distributions
Authors: Arsalan Sharifnassab, Sina Ghiassian, Saber Salehkaleybar, Surya Kanoria, Dale Schuurmans
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[190]  arXiv:2405.00746 (cross-list from cs.LG) [pdf, other]
Title: Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning
Authors: Calarina Muslimani, Matthew E. Taylor
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[191]  arXiv:2405.00741 (cross-list from eess.SP) [pdf, ps, other]
Title: Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study
Authors: Maryam Allahbakhshi, Aylar Sadri, Seyed Omid Shahdi
Comments: 9 pages, 2 tables, 10th International Conference on Artificial Intelligence and Robotics-QICAR2024 Qazvin Islamic Azad University, Feb. 29, 2024
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI)
[192]  arXiv:2405.00740 (cross-list from cs.CV) [pdf, other]
Title: Modeling Caption Diversity in Contrastive Vision-Language Pretraining
Authors: Samuel Lavoie, Polina Kirichenko, Mark Ibrahim, Mahmoud Assran, Andrew Gordon Wildon, Aaron Courville, Nicolas Ballas
Comments: 14 pages, 8 figures, 7 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[193]  arXiv:2405.00738 (cross-list from cs.AR) [pdf, other]
Title: HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis
Authors: Andy He, Darren Key, Mason Bulling, Andrew Chang, Skyler Shapiro, Everett Lee
Comments: 7 pages, 2 figures
Subjects: Hardware Architecture (cs.AR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[194]  arXiv:2405.00734 (cross-list from eess.SP) [pdf, other]
Title: EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations
Authors: Zhenxi Song, Ruihan Qin, Huixia Ren, Zhen Liang, Yi Guo, Min Zhang, Zhiguo Zhang
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[195]  arXiv:2405.00732 (cross-list from cs.CL) [pdf, other]
Title: LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report
Authors: Justin Zhao, Timothy Wang, Wael Abid, Geoffrey Angus, Arnav Garg, Jeffery Kinnison, Alex Sherstinsky, Piero Molino, Travis Addair, Devvret Rishi
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[196]  arXiv:2405.00728 (cross-list from cs.CL) [pdf, ps, other]
Title: Evaluating the Application of ChatGPT in Outpatient Triage Guidance: A Comparative Study
Authors: Dou Liu, Ying Han, Xiandi Wang, Xiaomei Tan, Di Liu, Guangwu Qian, Kang Li, Dan Pu, Rong Yin
Comments: 8 pages, 1 figure, conference(International Ergonomics Association)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[197]  arXiv:2405.00726 (cross-list from eess.SP) [pdf, other]
Title: Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text
Authors: Saydul Akbar Murad, Nick Rahimi
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[198]  arXiv:2405.00723 (cross-list from eess.SP) [pdf, other]
Title: EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks
Authors: Htoo Wai Aung, Jiao Jiao Li, Yang An, Steven W. Su
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[199]  arXiv:2405.00722 (cross-list from cs.CL) [pdf, other]
Title: LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study
Authors: Van Bach Nguyen, Paul Youssef, Jörg Schlötterer, Christin Seifert
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[200]  arXiv:2405.00718 (cross-list from cs.CL) [pdf, other]
Title: Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models
Authors: Xu Ji, Jianyi Zhang, Ziyin Zhou, Zhangchi Zhao, Qianqian Qiao, Kaiying Han, Md Imran Hossen, Xiali Hei
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[201]  arXiv:2405.00717 (cross-list from cs.CL) [pdf, other]
Title: Exploring News Summarization and Enrichment in a Highly Resource-Scarce Indian Language: A Case Study of Mizo
Authors: Abhinaba Bala, Ashok Urlana, Rahul Mishra, Parameswari Krishnamurthy
Comments: Accepted at LREC-COLING2024 WILDRE Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[202]  arXiv:2405.00716 (cross-list from cs.CL) [pdf, other]
Title: Large Language Models in Healthcare: A Comprehensive Benchmark
Authors: Andrew Liu, Hongjian Zhou, Yining Hua, Omid Rohanian, Lei Clifton, David A. Clifton
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[203]  arXiv:2405.00715 (cross-list from cs.CL) [pdf, other]
Title: Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation
Authors: Hanyin Wang, Chufan Gao, Bolun Liu, Qiping Xu, Guleid Hussein, Mohamad El Labban, Kingsley Iheasirim, Hariprasad Korsapati, Jimeng Sun
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[204]  arXiv:2405.00711 (cross-list from cs.CL) [pdf, other]
Title: Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities
Authors: Xiaomin Yu, Yezhaohui Wang, Yanfang Chen, Zhen Tao, Dinghao Xi, Shichao Song, Simin Niu, Zhiyu Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[205]  arXiv:2405.00709 (cross-list from cs.CL) [pdf, other]
Title: Evaluating Tool-Augmented Agents in Remote Sensing Platforms
Authors: Simranjit Singh, Michael Fore, Dimitrios Stamoulis
Comments: ICLR 2024 Machine Learning for Remote Sensing (ML4RS) Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[206]  arXiv:2405.00708 (cross-list from cs.CL) [pdf, other]
Title: Interactive Analysis of LLMs using Meaningful Counterfactuals
Authors: Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[207]  arXiv:2405.00706 (cross-list from cs.CL) [pdf, ps, other]
Title: Science Written by Generative AI is Perceived as Less Intelligent, but More Credible and Trustworthy than Science Written by Humans
Authors: David M. Markowitz
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[208]  arXiv:2405.00704 (cross-list from cs.CL) [pdf, ps, other]
Title: A Survey on the Real Power of ChatGPT
Authors: Ming Liu, Ran Liu, Hua Wang, Wray Buntine
Comments: 9 pages, 2 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[209]  arXiv:2405.00699 (cross-list from cs.NE) [pdf, other]
Title: Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network
Authors: Dengyu Wu, Yi Qi, Kaiwen Cai, Gaojie Jin, Xinping Yi, Xiaowei Huang
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[210]  arXiv:2405.00690 (cross-list from cs.RO) [pdf, other]
Title: Scenarios Engineering driven Autonomous Transportation in Open-Pit Mines
Authors: Siyu Teng, Xuan Li, Yuchen Li, Lingxi Li, Yunfeng Ai, Long Chen
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[211]  arXiv:2405.00689 (cross-list from cs.RO) [pdf, ps, other]
Title: Anti-Jamming Path Planning Using GCN for Multi-UAV
Authors: Haechan Jeong
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[212]  arXiv:2405.00688 (cross-list from cs.RO) [pdf, ps, other]
Title: Understanding Social Perception, Interactions, and Safety Aspects of Sidewalk Delivery Robots Using Sentiment Analysis
Authors: Yuchen Du, Tho V. Le
Comments: 34 pages, 7 figures, 2 tables
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[213]  arXiv:2405.00686 (cross-list from cs.NE) [pdf, ps, other]
Title: Technical Report on BaumEvA Evolutionary Optimization Python-Library Testing
Authors: Vadim Tynchenko, Aleksei Kudryavtsev, Vladimir Nelyub, Aleksei Borodulin, Andrei Gantimurov
Comments: The paper consists of 30 pages, 37 figures, 5 tables
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[214]  arXiv:2405.00682 (cross-list from eess.SP) [pdf, ps, other]
Title: SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People
Authors: Anna Zapaishchykova, Benjamin H. Kann, Divyanshu Tak, Zezhong Ye, Daphne A. Haas-Kogan, Hugo J.W.L. Aerts
Comments: 8 pages, 4 figures
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[215]  arXiv:2405.00679 (cross-list from cs.NE) [pdf, other]
Title: Exploring mechanisms of Neural Robustness: probing the bridge between geometry and spectrum
Authors: Konstantin Holzhausen, Mia Merlid, Håkon Olav Torvik, Anders Malthe-Sørenssen, Mikkel Elle Lepperød
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC)
[216]  arXiv:2404.14441 (cross-list from cs.CV) [pdf, ps, other]
Title: Optimizing Contrail Detection: A Deep Learning Approach with EfficientNet-b4 Encoding
Authors: Qunwei Lin, Qian Leng, Zhicheng Ding, Chao Yan, Xiaonan Xu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

Thu, 2 May 2024

[217]  arXiv:2405.00644 [pdf, other]
Title: ConstrainedZero: Chance-Constrained POMDP Planning using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints
Authors: Robert J. Moss, Arec Jamgochian, Johannes Fischer, Anthony Corso, Mykel J. Kochenderfer
Comments: In Proceedings of the 2024 International Joint Conference on Artificial Intelligence (IJCAI)
Subjects: Artificial Intelligence (cs.AI)
[218]  arXiv:2405.00532 [pdf, other]
Title: ULLER: A Unified Language for Learning and Reasoning
Authors: Emile van Krieken, Samy Badreddine, Robin Manhaeve, Eleonora Giunchiglia
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[219]  arXiv:2405.00523 [pdf, other]
Title: CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions
Authors: Donghee Choi, Mogan Gim, Donghyeon Park, Mujeen Sung, Hyunjae Kim, Jaewoo Kang, Jihun Choi
Comments: LREC-COLING 2024 Accepted
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[220]  arXiv:2405.00494 [pdf, other]
Title: GOLD: Geometry Problem Solver with Natural Language Description
Authors: Jiaxin Zhang, Yashar Moshfeghi
Comments: Accepted in NAACL 2024 Findings
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[221]  arXiv:2405.00451 [pdf, other]
Title: Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning
Authors: Yuxi Xie, Anirudh Goyal, Wenyue Zheng, Min-Yen Kan, Timothy P. Lillicrap, Kenji Kawaguchi, Michael Shieh
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[222]  arXiv:2405.00358 [pdf, other]
Title: Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding
Authors: Zhiyu Fang, Jingyan Qin, Xiaobin Zhu, Chun Yang, Xu-Cheng Yin
Comments: Accepted by LREC-COLING 2024 (long paper, camera-ready version)
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[223]  arXiv:2405.00352 [pdf, other]
Title: Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph
Authors: Zhiyu Fang, Shuai-Long Lei, Xiaobin Zhu, Chun Yang, Shi-Xue Zhang, Xu-Cheng Yin, Jingyan Qin
Comments: Accepted by SIGIR 2024 (the Full paper track, camera ready version)
Subjects: Artificial Intelligence (cs.AI)
[224]  arXiv:2405.00285 [pdf, other]
Title: iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learning
Authors: Yifan Guo, Zhongqiang Ren, Chen Wang
Comments: 8 pages, 3 figures, 3 tables
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)
[225]  arXiv:2405.00254 [pdf, other]
Title: Principled RLHF from Heterogeneous Feedback via Personalization and Preference Aggregation
Authors: Chanwoo Park, Mingyang Liu, Kaiqing Zhang, Asuman Ozdaglar
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[226]  arXiv:2405.00205 [pdf, ps, other]
Title: A Logic for Reasoning About Aggregate-Combine Graph Neural Networks
Authors: Pierre Nunn, Marco Sälzer, François Schwarzentruber, Nicolas Troquard
Comments: arXiv admin note: text overlap with arXiv:2307.05150
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Logic in Computer Science (cs.LO)
[227]  arXiv:2405.00197 [pdf, ps, other]
Title: Grounding Realizable Entities
Authors: Michael Rabenberg, Carter Benson, Federico Donato, Yongqun He, Anthony Huffman, Shane Babcock, John Beverley
Comments: 13
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Information Retrieval (cs.IR)
[228]  arXiv:2405.00186 [pdf, ps, other]
Title: Credentials in the Occupation Ontology
Authors: John Beverley, Robin McGill, Sam Smith, Jie Zheng, Giacomo De Colle, Finn Wilson, Matthew Diller, William D. Duncan, William R. Hogan, Yongqun He
Comments: 11
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Information Retrieval (cs.IR)
[229]  arXiv:2405.00183 [pdf, ps, other]
Title: Capabilities
Authors: John Beverley, Peter M. Koch, David Limbaugh, Barry Smith
Comments: 14
Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
[230]  arXiv:2405.00099 [pdf, other]
Title: Creative Beam Search
Authors: Giorgio Franceschelli, Mirco Musolesi
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[231]  arXiv:2405.00675 (cross-list from cs.LG) [pdf, other]
Title: Self-Play Preference Optimization for Language Model Alignment
Authors: Yue Wu, Zhiqing Sun, Huizhuo Yuan, Kaixuan Ji, Yiming Yang, Quanquan Gu
Comments: 25 pages, 4 figures, 5 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (stat.ML)
[232]  arXiv:2405.00664 (cross-list from cs.CL) [pdf, other]
Title: Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3
Authors: Junsang Yoon, Akshat Gupta, Gopala Anumanchipalli
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[233]  arXiv:2405.00657 (cross-list from cs.CL) [pdf, other]
Title: RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization
Authors: Dongqi Pu, Vera Demberg
Comments: NAACL 2024 Main & Long Conference Paper (Oral Presentation)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[234]  arXiv:2405.00632 (cross-list from cs.CL) [pdf, other]
Title: When Quantization Affects Confidence of Large Language Models?
Authors: Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin
Comments: Accepted to NAACL 2024 Findings
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[235]  arXiv:2405.00629 (cross-list from cs.LG) [pdf, other]
Title: HUGO -- Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach
Authors: Malte Lehna, Clara Holzhüter, Sven Tomforde, Christoph Scholz
Comments: 12 pages + 2 pages references, 9 Figures, submission planed in Sustainable Energy, Grids and Networks
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[236]  arXiv:2405.00623 (cross-list from cs.HC) [pdf, other]
Title: "I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust
Authors: Sunnie S. Y. Kim, Q. Vera Liao, Mihaela Vorvoreanu, Stephanie Ballard, Jennifer Wortman Vaughan
Comments: Accepted to FAccT 2024. This version includes the appendix
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[237]  arXiv:2405.00622 (cross-list from cs.CL) [pdf, other]
Title: Causal Evaluation of Language Models
Authors: Sirui Chen, Bo Peng, Meiqi Chen, Ruiqi Wang, Mengying Xu, Xingyu Zeng, Rui Zhao, Shengjie Zhao, Yu Qiao, Chaochao Lu
Comments: 315 pages, 230 figures, 21 tables. Project website: this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[238]  arXiv:2405.00588 (cross-list from cs.CL) [pdf, other]
Title: Are Models Biased on Text without Gender-related Language?
Authors: Catarina G Belém, Preethi Seshadri, Yasaman Razeghi, Sameer Singh
Comments: In International Conference on Learning Representations 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Computers and Society (cs.CY); Machine Learning (cs.LG)
[239]  arXiv:2405.00578 (cross-list from cs.CL) [pdf, other]
Title: The Real, the Better: Aligning Large Language Models with Online Human Behaviors
Authors: Guanying Jiang, Lingyong Yan, Haibo Shi, Dawei Yin
Comments: 11 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[240]  arXiv:2405.00571 (cross-list from cs.CV) [pdf, other]
Title: Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval
Authors: Young Kyun Jang, Dat Huynh, Ashish Shah, Wen-Kai Chen, Ser-Nam Lim
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[241]  arXiv:2405.00570 (cross-list from cs.LG) [pdf, other]
Title: WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting
Authors: Theodoros Theodoropoulos, Angelos-Christos Maroudis, Antonios Makris, Konstantinos Tserpes
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[242]  arXiv:2405.00568 (cross-list from cs.DB) [pdf, other]
Title: Powering In-Database Dynamic Model Slicing for Structured Data Analytics
Authors: Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu
Subjects: Databases (cs.DB); Artificial Intelligence (cs.AI)
[243]  arXiv:2405.00557 (cross-list from cs.CL) [pdf, other]
Title: Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment
Authors: Zhili Liu, Yunhao Gou, Kai Chen, Lanqing Hong, Jiahui Gao, Fei Mi, Yu Zhang, Zhenguo Li, Xin Jiang, Qun Liu, James T. Kwok
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[244]  arXiv:2405.00543 (cross-list from cs.CL) [pdf, other]
Title: New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
Authors: Quy Hoang Nguyen, Minh-Van Truong Nguyen, Kiet Van Nguyen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[245]  arXiv:2405.00516 (cross-list from cs.LG) [pdf, other]
Title: Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning
Authors: Lucas-Andreï Thil, Mirela Popa, Gerasimos Spanakis
Comments: ACM 2024, Avila Spain. 9 pages
Journal-ref: ACM SAC Conference 2024, Avila, Spain, Article 4, 9 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[246]  arXiv:2405.00492 (cross-list from cs.CL) [pdf, other]
Title: Is Temperature the Creativity Parameter of Large Language Models?
Authors: Max Peeperkorn, Tom Kouwenhoven, Dan Brown, Anna Jordanous
Comments: To be published in the Proceedings of the 15th International Conference on Computational Creativity (ICCC'24), 8 pages, 2 figures, 2 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[247]  arXiv:2405.00468 (cross-list from cs.CV) [pdf, other]
Title: Feature-Aware Noise Contrastive Learning For Unsupervised Red Panda Re-Identification
Authors: Jincheng Zhang, Qijun Zhao, Tie Liu
Comments: 7 pages, 5 figures, IJCNN2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[248]  arXiv:2405.00461 (cross-list from cs.RO) [pdf, other]
Title: Enhancing Surgical Robots with Embodied Intelligence for Autonomous Ultrasound Scanning
Authors: Huan Xu, Jinlin Wu, Guanglin Cao, Zhen Lei, Zhen Chen, Hongbin Liu
Comments: ICRA 2024 Full-day Workshop: C4SR+: Continuum, Compliant, Cooperative, Cognitive
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[249]  arXiv:2405.00456 (cross-list from cs.LG) [pdf, other]
Title: Counterfactual Explanations for Deep Learning-Based Traffic Forecasting
Authors: Rushan Wang, Yanan Xin, Yatao Zhang, Fernando Perez-Cruz, Martin Raubal
Comments: 24 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[250]  arXiv:2405.00453 (cross-list from cs.CY) [pdf, other]
Title: Fuzzy Intelligent System for Student Software Project Evaluation
Authors: Anna Ogorodova, Pakizar Shamoi, Aron Karatayev
Comments: Submitted to IJMECS for consideration
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
[251]  arXiv:2405.00449 (cross-list from cs.LG) [pdf, other]
Title: RAG-based Explainable Prediction of Road Users Behaviors for Automated Driving using Knowledge Graphs and Large Language Models
Authors: Mohamed Manzour Hussien, Angie Nataly Melo, Augusto Luis Ballardini, Carlota Salinas Maldonado, Rubén Izquierdo, Miguel Ángel Sotelo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR); Neural and Evolutionary Computing (cs.NE)
[252]  arXiv:2405.00442 (cross-list from stat.ML) [pdf, other]
Title: Geometric Insights into Focal Loss: Reducing Curvature for Enhanced Model Calibration
Authors: Masanari Kimura, Hiroki Naganuma
Comments: This paper is under consideration at Pattern Recognition Letters
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[253]  arXiv:2405.00433 (cross-list from cs.LG) [pdf, other]
Title: Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models
Authors: Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, David Kappel, Anand Subramoney
Comments: arXiv admin note: text overlap with arXiv:2311.07625
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[254]  arXiv:2405.00420 (cross-list from cs.CV) [pdf, other]
Title: Self-supervised Pre-training of Text Recognizers
Authors: Martin Kišš, Michal Hradiš
Comments: 18 pages, 6 figures, 4 tables, accepted to ICDAR24
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[255]  arXiv:2405.00418 (cross-list from cs.CR) [pdf, other]
Title: Detection of ransomware attacks using federated learning based on the CNN model
Authors: Hong-Nhung Nguyen, Ha-Thanh Nguyen, Damien Lescos
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[256]  arXiv:2405.00395 (cross-list from cs.CR) [pdf, other]
Title: Trust Driven On-Demand Scheme for Client Deployment in Federated Learning
Authors: Mario Chahoud, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[257]  arXiv:2405.00392 (cross-list from cs.CR) [pdf, other]
Title: Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De)Randomized Smoothing
Authors: Daniel Gibert, Luca Demetrio, Giulio Zizzo, Quan Le, Jordi Planes, Battista Biggio
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[258]  arXiv:2405.00367 (cross-list from cs.IR) [pdf, other]
Title: Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation
Authors: Yoori Oh, Yoseob Han, Kyogu Lee
Comments: Accepted at SIGIR 2024 short paper track
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[259]  arXiv:2405.00351 (cross-list from cs.HC) [pdf, other]
Title: Learning High-Quality Navigation and Zooming on Omnidirectional Images in Virtual Reality
Authors: Zidong Cao, Zhan Wang, Yexin Liu, Yan-Pei Cao, Ying Shan, Wei Zeng, Lin Wang
Comments: 11 pages
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM)
[260]  arXiv:2405.00332 (cross-list from cs.CL) [pdf, other]
Title: A Careful Examination of Large Language Model Performance on Grade School Arithmetic
Authors: Hugh Zhang, Jeff Da, Dean Lee, Vaughn Robinson, Catherine Wu, Will Song, Tiffany Zhao, Pranav Raja, Dylan Slack, Qin Lyu, Sean Hendryx, Russell Kaplan, Michele Lunati, Summer Yue
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[261]  arXiv:2405.00330 (cross-list from cs.CY) [pdf, other]
Title: Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub'
Authors: Syed Hasib Akhter Faruqui, Nazia Tasnim, Iftekhar Ibne Basith, Suleiman Obeidat, Faruk Yildiz
Comments: Accepted in ASEE Annual Conference 2024
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI)
[262]  arXiv:2405.00319 (cross-list from cs.LG) [pdf, other]
Title: Data Augmentation Policy Search for Long-Term Forecasting
Authors: Liran Nochumsohn, Omri Azencot
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[263]  arXiv:2405.00314 (cross-list from cs.LG) [pdf, other]
Title: Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey
Authors: Dayou Du, Gu Gong, Xiaowen Chu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR); Computer Vision and Pattern Recognition (cs.CV); Performance (cs.PF)
[264]  arXiv:2405.00307 (cross-list from cs.SD) [pdf, other]
Title: Active Learning with Task Adaptation Pre-training for Speech Emotion Recognition
Authors: Dongyuan Li, Ying Zhang, Yusong Wang, Funakoshi Kataro, Manabu Okumura
Comments: Accepted by Journal of Natural Language Processing. arXiv admin note: text overlap with arXiv:2310.00283
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[265]  arXiv:2405.00291 (cross-list from cs.CL) [pdf, other]
Title: How Can I Improve? Using GPT to Highlight the Desired and Undesired Parts of Open-ended Responses
Authors: Jionghao Lin, Eason Chen, Zeifei Han, Ashish Gurung, Danielle R. Thomas, Wei Tan, Ngoc Dang Nguyen, Kenneth R. Koedinger
Comments: 11 pages, full research paper, EDM 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[266]  arXiv:2405.00289 (cross-list from cs.CL) [pdf, other]
Title: Adversarial Attacks and Defense for Conversation Entailment Task
Authors: Zhenning Yang, Ryan Krawec, Liang-Yuan Wu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[267]  arXiv:2405.00287 (cross-list from cs.IR) [pdf, other]
Title: Stochastic Sampling for Contrastive Views and Hard Negative Samples in Graph-based Collaborative Filtering
Authors: Chaejeong Lee, Jeongwhan Choi, Hyowon Wi, Sung-Bae Cho, Noseong Park
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[268]  arXiv:2405.00282 (cross-list from math.OC) [pdf, ps, other]
Title: MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games
Authors: Anran Hu, Junzi Zhang
Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[269]  arXiv:2405.00263 (cross-list from cs.CL) [pdf, other]
Title: Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge
Authors: Bin Xiao, Chunan Shi, Xiaonan Nie, Fan Yang, Xiangwei Deng, Lei Su, Weipeng Chen, Bin Cui
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[270]  arXiv:2405.00252 (cross-list from quant-ph) [pdf, other]
Title: Hybrid Quantum-Classical Scheduling for Accelerating Neural Network Training with Newton's Gradient Descent
Authors: Pingzhi Li, Junyu Liu, Hanrui Wang, Tianlong Chen
Comments: Our code is provided at this https URL
Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[271]  arXiv:2405.00248 (cross-list from cs.SD) [pdf, other]
Title: Who is Authentic Speaker
Authors: Qiang Huang
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[272]  arXiv:2405.00242 (cross-list from cs.CV) [pdf, other]
Title: Guiding Attention in End-to-End Driving Models
Authors: Diego Porres, Yi Xiao, Gabriel Villalonga, Alexandre Levy, Antonio M. López
Comments: Accepted for publication at the 35th IEEE Intelligent Vehicles Symposium (IV 2024)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[273]  arXiv:2405.00236 (cross-list from cs.RO) [pdf, other]
Title: STT: Stateful Tracking with Transformers for Autonomous Driving
Authors: Longlong Jing, Ruichi Yu, Xu Chen, Zhengli Zhao, Shiwei Sheng, Colin Graber, Qi Chen, Qinru Li, Shangxuan Wu, Han Deng, Sangjin Lee, Chris Sweeney, Qiurui He, Wei-Chih Hung, Tong He, Xingyi Zhou, Farshid Moussavi, Zijian Guo, Yin Zhou, Mingxing Tan, Weilong Yang, Congcong Li
Comments: ICRA 2024
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[274]  arXiv:2405.00233 (cross-list from cs.SD) [pdf, other]
Title: SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound
Authors: Haohe Liu, Xuenan Xu, Yi Yuan, Mengyue Wu, Wenwu Wang, Mark D. Plumbley
Comments: Demo and code: this https URL
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Multimedia (cs.MM); Audio and Speech Processing (eess.AS); Signal Processing (eess.SP)
[275]  arXiv:2405.00229 (cross-list from cs.HC) [pdf, other]
Title: Aptly: Making Mobile Apps from Natural Language
Authors: Evan W. Patton, David Y.J. Kim, Ashley Granquist, Robin Liu, Arianna Scott, Jennet Zamanova, Harold Abelson
Comments: 11 pages, 7 figures, 2 tables
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Programming Languages (cs.PL)
[276]  arXiv:2405.00218 (cross-list from cs.CR) [pdf, other]
Title: Constrained Decoding for Secure Code Generation
Authors: Yanjun Fu, Ethan Baker, Yizheng Chen
Comments: 17 pages, 8 figures
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Software Engineering (cs.SE)
[277]  arXiv:2405.00216 (cross-list from cs.CL) [pdf, other]
Title: Graphical Reasoning: LLM-based Semi-Open Relation Extraction
Authors: Yicheng Tao, Yiqun Wang, Longju Bai
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[278]  arXiv:2405.00204 (cross-list from cs.CL) [pdf, other]
Title: General Purpose Verification for Chain of Thought Prompting
Authors: Robert Vacareanu, Anurag Pratik, Evangelia Spiliopoulou, Zheng Qi, Giovanni Paolini, Neha Anna John, Jie Ma, Yassine Benajiba, Miguel Ballesteros
Comments: 22 pages, preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[279]  arXiv:2405.00201 (cross-list from cs.CL) [pdf, other]
Title: SPAFIT: Stratified Progressive Adaptation Fine-tuning for Pre-trained Large Language Models
Authors: Samir Arora, Liangliang Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[280]  arXiv:2405.00182 (cross-list from cs.LG) [pdf, other]
Title: M-DEW: Extending Dynamic Ensemble Weighting to Handle Missing Values
Authors: Adam Catto, Nan Jia, Ansaf Salleb-Aouissi, Anita Raja
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[281]  arXiv:2405.00181 (cross-list from cs.CV) [pdf, other]
Title: Uncovering What, Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly
Authors: Hang Du, Sicheng Zhang, Binzhu Xie, Guoshun Nan, Jiayang Zhang, Junrui Xu, Hangyu Liu, Sicong Leng, Jiangming Liu, Hehe Fan, Dajiu Huang, Jing Feng, Linli Chen, Can Zhang, Xuhuan Li, Hao Zhang, Jianhang Chen, Qimei Cui, Xiaofeng Tao
Comments: Codebase: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[282]  arXiv:2405.00166 (cross-list from cs.LG) [pdf, other]
Title: Discovering intrinsic multi-compartment pharmacometric models using Physics Informed Neural Networks
Authors: Imran Nasim, Adam Nasim
Comments: Accepted into the International conference on Scientific Computation and Machine Learning 2024 (SCML 2024)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Quantitative Methods (q-bio.QM)
[283]  arXiv:2405.00156 (cross-list from cs.CV) [pdf, other]
Title: Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification
Authors: Skylar Chan, Pranav Kulkarni, Paul H. Yi, Vishwa S. Parekh
Comments: 11 pages, 13 figures, 3 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Quantum Physics (quant-ph)
[284]  arXiv:2405.00134 (cross-list from cs.CL) [pdf, other]
Title: Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns
Authors: Goya van Boven, Yupei Du, Dong Nguyen
Comments: 22 pages, 2 figures. Accepted at the 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[285]  arXiv:2405.00117 (cross-list from cs.CV) [pdf, ps, other]
Title: Training a high-performance retinal foundation model with half-the-data and 400 times less compute
Authors: Justin Engelmann, Miguel O. Bernabeu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[286]  arXiv:2405.00076 (cross-list from cs.LG) [pdf, ps, other]
Title: On Correcting SHAP Scores
Authors: Olivier Letoffe, Xuanxiang Huang, Joao Marques-Silva
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[287]  arXiv:2405.00070 (cross-list from q-bio.QM) [pdf, other]
Title: Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity
Authors: Nisha Pillai, Bindu Nanduri, Michael J Rothrock Jr., Zhiqian Chen, Mahalingam Ramkumar
Journal-ref: The 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC), 2024
Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI)
[288]  arXiv:2405.00066 (cross-list from cs.CR) [pdf, other]
Title: Research and application of artificial intelligence based webshell detection model: A literature review
Authors: Mingrui Ma, Lansheng Han, Chunjie Zhou
Comments: 21 pages, 6 figures
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[289]  arXiv:2405.00055 (cross-list from eess.SY) [pdf, other]
Title: A Hybrid Probabilistic Battery Health Management Approach for Robust Inspection Drone Operations
Authors: Jokin Alcibar, Jose I. Aizpurua, Ekhi Zugastia, Oier Penagarikano
Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[290]  arXiv:2405.00031 (cross-list from cs.CV) [pdf, other]
Title: SegNet: A Segmented Deep Learning based Convolutional Neural Network Approach for Drones Wildfire Detection
Authors: Aditya V. Jonnalagadda, Hashim A. Hashim
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)
[291]  arXiv:2405.00026 (cross-list from cs.CE) [pdf, ps, other]
Title: Enhancing Credit Card Fraud Detection A Neural Network and SMOTE Integrated Approach
Authors: Mengran Zhu, Ye Zhang, Yulu Gong, Changxin Xu, Yafei Xiang
Subjects: Computational Engineering, Finance, and Science (cs.CE); Artificial Intelligence (cs.AI)
[292]  arXiv:2405.00021 (cross-list from cs.CV) [pdf, other]
Title: SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
Authors: Wonjoong Kim, Sangwu Park, Yeonjun In, Seokwon Han, Chanyoung Park
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[293]  arXiv:2306.10216 (cross-list from cs.LG) [pdf, other]
Title: Vanishing Bias Heuristic-guided Reinforcement Learning Algorithm
Authors: Qinru Li, Hao Xiang
Comments: Robotics;Reinforcement Learning;
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO)

Wed, 1 May 2024

[294]  arXiv:2404.19721 [pdf, ps, other]
Title: PANGeA: Procedural Artificial Narrative using Generative AI for Turn-Based Video Games
Authors: Steph Buongiorno, Lawrence Jake Klinkert, Tanishq Chawla, Zixin Zhuang, Corey Clark
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[295]  arXiv:2404.19485 [pdf, other]
Title: IID Relaxation by Logical Expressivity: A Research Agenda for Fitting Logics to Neurosymbolic Requirements
Authors: Maarten C. Stol, Alessandra Mileo
Comments: 12 pages, 2 figures, submitted to NeSy 2024
Subjects: Artificial Intelligence (cs.AI)
[296]  arXiv:2404.19454 [pdf, other]
Title: Optimized neural forms for solving ordinary differential equations
Authors: Adam D. Kypriadis, Isaac E. Lagaris, Aristidis Likas, Konstantinos E. Parsopoulos
Subjects: Artificial Intelligence (cs.AI)
[297]  arXiv:2404.19370 [pdf, other]
Title: Numeric Reward Machines
Authors: Kristina Levina, Nikolaos Pappas, Athanasios Karapantelakis, Aneta Vulgarakis Feljan, Jendrik Seipp
Comments: ICAPS 2024; Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[298]  arXiv:2404.19336 [pdf, ps, other]
Title: Improving LLM Classification of Logical Errors by Integrating Error Relationship into Prompts
Authors: Yanggyu Lee, Suchae Jeong, Jihie Kim
Comments: Accepted in ITS 2024
Subjects: Artificial Intelligence (cs.AI); Programming Languages (cs.PL)
[299]  arXiv:2404.19303 [pdf, ps, other]
Title: Data Set Terminology of Artificial Intelligence in Medicine: A Historical Review and Recommendation
Authors: Shannon L. Walston, Hiroshi Seki, Hirotaka Takita, Yasuhito Mitsuyama, Shingo Sato, Akifumi Hagiwara, Rintaro Ito, Shouhei Hanaoka, Yukio Miki, Daiju Ueda
Comments: Totally 20 pages, 3 figures, 3 tables
Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[300]  arXiv:2404.19256 [pdf, other]
Title: Bias Mitigation via Compensation: A Reinforcement Learning Perspective
Authors: Nandhini Swaminathan, David Danks
Comments: 8 pages, 5 diagrams
Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Computer Science and Game Theory (cs.GT); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[301]  arXiv:2404.19234 [pdf, other]
Title: Multi-hop Question Answering over Knowledge Graphs using Large Language Models
Authors: Abir Chakraborty
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Databases (cs.DB)
[302]  arXiv:2404.19146 [pdf, other]
Title: Automated Construction of Theme-specific Knowledge Graphs
Authors: Linyi Ding, Sizhe Zhou, Jinfeng Xiao, Jiawei Han
Subjects: Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[303]  arXiv:2404.19065 [pdf, other]
Title: HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models
Authors: Gabriel Sarch, Sahil Somani, Raghav Kapoor, Michael J. Tarr, Katerina Fragkiadaki
Comments: Videos and code this https URL
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[304]  arXiv:2404.18982 [pdf, ps, other]
Title: Can ChatGPT Make Explanatory Inferences? Benchmarks for Abductive Reasoning
Authors: Paul Thagard
Subjects: Artificial Intelligence (cs.AI)
[305]  arXiv:2404.19756 (cross-list from cs.LG) [pdf, other]
Title: KAN: Kolmogorov-Arnold Networks
Authors: Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson, Marin Soljačić, Thomas Y. Hou, Max Tegmark
Comments: 48 pages, 20 figures. Codes are available at this https URL
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[306]  arXiv:2404.19753 (cross-list from cs.CV) [pdf, other]
Title: DOCCI: Descriptions of Connected and Contrasting Images
Authors: Yasumasa Onoe, Sunayana Rane, Zachary Berger, Yonatan Bitton, Jaemin Cho, Roopal Garg, Alexander Ku, Zarana Parekh, Jordi Pont-Tuset, Garrett Tanzer, Su Wang, Jason Baldridge
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[307]  arXiv:2404.19748 (cross-list from cs.CV) [pdf, other]
Title: Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning
Authors: Zhipeng Yuan, Nasamu Musa, Katarzyna Dybal, Matthew Back, Daniel Leybourne, Po Yang
Comments: The 26th IEEE International Conference on Computational Science and Engineering (CSE-2023)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[308]  arXiv:2404.19744 (cross-list from cs.CR) [pdf, other]
Title: PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verification
Authors: Leon Garza, Lavanya Elluri, Anantaa Kotal, Aritran Piplai, Deepti Gupta, Anupam Joshi
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[309]  arXiv:2404.19733 (cross-list from cs.CL) [pdf, other]
Title: Iterative Reasoning Preference Optimization
Authors: Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, He He, Sainbayar Sukhbaatar, Jason Weston
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[310]  arXiv:2404.19729 (cross-list from cs.HC) [pdf, ps, other]
Title: A Framework for Leveraging Human Computation Gaming to Enhance Knowledge Graphs for Accuracy Critical Generative AI Applications
Authors: Steph Buongiorno, Corey Clark
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[311]  arXiv:2404.19725 (cross-list from cs.LG) [pdf, other]
Title: Fairness Without Demographics in Human-Centered Federated Learning
Authors: Shaily Roy, Harshit Sharma, Asif Salekin
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[312]  arXiv:2404.19708 (cross-list from cs.LG) [pdf, other]
Title: Harmonic LLMs are Trustworthy
Authors: Nicholas S. Kersting, Mohammad Rahman, Suchismitha Vedala, Yang Wang
Comments: 15 pages, 4 figures, 14 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[313]  arXiv:2404.19696 (cross-list from cs.CV) [pdf, other]
Title: Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners
Authors: Chun Feng, Joy Hsu, Weiyu Liu, Jiajun Wu
Comments: CVPR 2024. The first two authors contributed equally
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[314]  arXiv:2404.19675 (cross-list from cs.CY) [pdf, other]
Title: Deep Learning for Educational Data Science
Authors: Juan D. Pinto, Luc Paquette
Comments: 18 pages. To be published in Trust and Inclusion in AI-Mediated Education: Where Human Learning Meets Learning Machines by Springer International
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[315]  arXiv:2404.19665 (cross-list from physics.med-ph) [pdf, other]
Title: ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging
Authors: Dimitrios Karkalousos, Ivana Išgum, Henk A. Marquering, Matthan W.A. Caan
Subjects: Medical Physics (physics.med-ph); Artificial Intelligence (cs.AI); Software Engineering (cs.SE); Mathematical Physics (math-ph)
[316]  arXiv:2404.19652 (cross-list from cs.CV) [pdf, other]
Title: VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization
Authors: Yuliang Liu, Mingxin Huang, Hao Yan, Linger Deng, Weijia Wu, Hao Lu, Chunhua Shen, Lianwen Jin, Xiang Bai
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[317]  arXiv:2404.19651 (cross-list from cs.LG) [pdf, other]
Title: Provably Robust Conformal Prediction with Improved Efficiency
Authors: Ge Yan, Yaniv Romano, Tsui-Wei Weng
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[318]  arXiv:2404.19640 (cross-list from cs.LG) [pdf, other]
Title: Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks
Authors: Yunzhen Feng, Tim G. J. Rudner, Nikolaos Tsilivis, Julia Kempe
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Methodology (stat.ME); Machine Learning (stat.ML)
[319]  arXiv:2404.19573 (cross-list from cs.CY) [pdf, other]
Title: War Elephants: Rethinking Combat AI and Human Oversight
Authors: Philip Feldman, Aaron Dant, Harry Dreany
Comments: 15 pages, 2 figures
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI)
[320]  arXiv:2404.19543 (cross-list from cs.CL) [pdf, other]
Title: RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing
Authors: Yucheng Hu, Yuxing Lu
Comments: 30 pages, 7 figures. Draft version 1
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[321]  arXiv:2404.19541 (cross-list from cs.CV) [pdf, other]
Title: Ultra Inertial Poser: Scalable Motion Capture and Tracking from Sparse Inertial Sensors and Ultra-Wideband Ranging
Authors: Rayan Armani, Changlin Qian, Jiaxi Jiang, Christian Holz
Comments: Accepted by SIGGRAPH 2024, Code: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Graphics (cs.GR); Signal Processing (eess.SP)
[322]  arXiv:2404.19518 (cross-list from cs.MA) [pdf, other]
Title: MGCBS: An Optimal and Efficient Algorithm for Solving Multi-Goal Multi-Agent Path Finding Problem
Authors: Mingkai Tang, Yuanhang Li, Hongji Liu, Yingbing Chen, Ming Liu, Lujia Wang
Comments: to be published in IJCAI2024
Subjects: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[323]  arXiv:2404.19500 (cross-list from cs.CV) [pdf, other]
Title: Towards Real-world Video Face Restoration: A New Benchmark
Authors: Ziyan Chen, Jingwen He, Xinqi Lin, Yu Qiao, Chao Dong
Comments: Project page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Multimedia (cs.MM); Image and Video Processing (eess.IV)
[324]  arXiv:2404.19484 (cross-list from cs.LG) [pdf, other]
Title: More Compute Is What You Need
Authors: Zhen Guo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[325]  arXiv:2404.19456 (cross-list from cs.LG) [pdf, other]
Title: Imitation Learning: A Survey of Learning Methods, Environments and Metrics
Authors: Nathan Gavenski, Odinaldo Rodrigues, Michael Luck
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[326]  arXiv:2404.19432 (cross-list from cs.CL) [pdf, other]
Title: Can Large Language Models put 2 and 2 together? Probing for Entailed Arithmetical Relationships
Authors: D. Panas, S. Seth, V. Belle
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[327]  arXiv:2404.19403 (cross-list from cs.RO) [pdf, other]
Title: Transformer-Enhanced Motion Planner: Attention-Guided Sampling for State-Specific Decision Making
Authors: Lei Zhuang, Jingdong Zhao, Yuntao Li, Zichun Xu, Liangliang Zhao, Hong Liu
Comments: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[328]  arXiv:2404.19384 (cross-list from cs.CV) [pdf, other]
Title: Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection
Authors: Zhanwei Zhang, Minghao Chen, Shuai Xiao, Liang Peng, Hengjia Li, Binbin Lin, Ping Li, Wenxiao Wang, Boxi Wu, Deng Cai
Comments: Accepted by CVPR2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[329]  arXiv:2404.19361 (cross-list from cs.GT) [pdf, ps, other]
Title: A Negotiator's Backup Plan: Optimal Concessions with a Reservation Value
Authors: Tamara C.P. Florijn, Pinar Yolum, Tim Baarslag
Comments: Accepted at AAMAS 2024
Subjects: Computer Science and Game Theory (cs.GT); Artificial Intelligence (cs.AI)
[330]  arXiv:2404.19359 (cross-list from cs.CL) [pdf, other]
Title: Evaluating Lexicon Incorporation for Depression Symptom Estimation
Authors: Kirill Milintsevich, Gaël Dias, Kairit Sirts
Comments: Accepted to Clinical NLP workshop at NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[331]  arXiv:2404.19349 (cross-list from cs.RO) [pdf, other]
Title: Human-AI Interaction in Industrial Robotics: Design and Empirical Evaluation of a User Interface for Explainable AI-Based Robot Program Optimization
Authors: Benjamin Alt, Johannes Zahn, Claudius Kienle, Julia Dvorak, Marvin May, Darko Katic, Rainer Jäkel, Tobias Kopp, Michael Beetz, Gisela Lanza
Comments: 6 pages, 4 figures, accepted at the 2024 CIRP International Conference on Manufacturing Systems (CMS)
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[332]  arXiv:2404.19346 (cross-list from cs.LG) [pdf, other]
Title: Pessimistic Value Iteration for Multi-Task Data Sharing in Offline Reinforcement Learning
Authors: Chenjia Bai, Lingxiao Wang, Jianye Hao, Zhuoran Yang, Bin Zhao, Zhen Wang, Xuelong Li
Comments: Accepted by Artificial Intelligence (AIJ)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[333]  arXiv:2404.19341 (cross-list from cs.CV) [pdf, other]
Title: Reliable or Deceptive? Investigating Gated Features for Smooth Visual Explanations in CNNs
Authors: Soham Mitra, Atri Sukul, Swalpa Kumar Roy, Pravendra Singh, Vinay Verma
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[334]  arXiv:2404.19330 (cross-list from cs.CV) [pdf, other]
Title: G2LTraj: A Global-to-Local Generation Approach for Trajectory Prediction
Authors: Zhanwei Zhang, Zishuo Hua, Minghao Chen, Wei Lu, Binbin Lin, Deng Cai, Wenxiao Wang
Comments: Accepted by IJCAI 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[335]  arXiv:2404.19306 (cross-list from cs.LG) [pdf, ps, other]
Title: Comprehensive Forecasting-Based Analysis of Hybrid and Stacked Stateful/ Stateless Models
Authors: Swayamjit Saha
Comments: 8 pages, 14 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[336]  arXiv:2404.19288 (cross-list from cs.LG) [pdf, other]
Title: Training-free Graph Neural Networks and the Power of Labels as Features
Authors: Ryoma Sato
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[337]  arXiv:2404.19254 (cross-list from cs.CL) [pdf, other]
Title: Suvach -- Generated Hindi QA benchmark
Authors: Vaishak Narayanan, Prabin Raj KP, Saifudheen Nouphal
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[338]  arXiv:2404.19253 (cross-list from cs.RO) [pdf, other]
Title: Learning to Communicate Functional States with Nonverbal Expressions for Improved Human-Robot Collaboration
Authors: Liam Roy, Dana Kulic, Elizabeth Croft
Comments: 8 Pages, Accepted to RA-L March 2024
Journal-ref: LRA.2024.3384037
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[339]  arXiv:2404.19245 (cross-list from cs.CL) [pdf, other]
Title: HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Authors: Chunlin Tian, Zhan Shi, Zhijiang Guo, Li Li, Chengzhong Xu
Comments: 19 pages, 7 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[340]  arXiv:2404.19244 (cross-list from cs.CY) [pdf, other]
Title: A University Framework for the Responsible use of Generative AI in Research
Authors: Shannon Smith, Melissa Tate, Keri Freeman, Anne Walsh, Brian Ballsun-Stanton, Mark Hooper, Murray Lane
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI)
[341]  arXiv:2404.19232 (cross-list from cs.CL) [pdf, other]
Title: GRAMMAR: Grounded and Modular Methodology for Assessment of Domain-Specific Retrieval-Augmented Language Model
Authors: Xinzhe Li, Ming Liu, Shang Gao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[342]  arXiv:2404.19230 (cross-list from q-bio.BM) [pdf, ps, other]
Title: Deep Lead Optimization: Leveraging Generative AI for Structural Modification
Authors: Odin Zhang, Haitao Lin, Hui Zhang, Huifeng Zhao, Yufei Huang, Yuansheng Huang, Dejun Jiang, Chang-yu Hsieh, Peichen Pan, Tingjun Hou
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI)
[343]  arXiv:2404.19205 (cross-list from cs.CV) [pdf, other]
Title: TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains
Authors: Yoonsik Kim, Moonbin Yim, Ka Yeon Song
Comments: Technical Report
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[344]  arXiv:2404.19204 (cross-list from cs.CV) [pdf, other]
Title: NeRF-Insert: 3D Local Editing with Multimodal Control Signals
Authors: Benet Oriol Sabat, Alessandro Achille, Matthew Trager, Stefano Soatto
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Graphics (cs.GR)
[345]  arXiv:2404.19192 (cross-list from cs.CL) [pdf, other]
Title: Mix of Experts Language Model for Named Entity Recognition
Authors: Xinwei Chen, Kun Li, Tianyou Song, Jiangjian Guo
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[346]  arXiv:2404.19171 (cross-list from cs.CV) [pdf, other]
Title: Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection
Authors: Cai Yu, Shan Jia, Xiaomeng Fu, Jin Liu, Jiahe Tian, Jiao Dai, Xi Wang, Siwei Lyu, Jizhong Han
Comments: accepted by ICME 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[347]  arXiv:2404.19130 (cross-list from cs.IR) [pdf, other]
Title: SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval
Authors: Zihao Li, Yuyi Ao, Jingrui He
Comments: Accepted by SIGIR 2024, Camera Ready Version
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[348]  arXiv:2404.19100 (cross-list from cs.SE) [pdf, other]
Title: Predicting Fairness of ML Software Configuration
Authors: Salvador Robles Herrera, Verya Monjezi, Vladik Kreinovich, Ashutosh Trivedi, Saeid Tizpaz-Niari
Comments: To Appear in the 20th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE'24)
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[349]  arXiv:2404.19093 (cross-list from cs.IR) [pdf, other]
Title: Large Language Models as Conversational Movie Recommenders: A User Study
Authors: Ruixuan Sun, Xinyi Li, Avinash Akella, Joseph A. Konstan
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[350]  arXiv:2404.19087 (cross-list from cs.RO) [pdf, other]
Title: Deep Reinforcement Learning for Advanced Longitudinal Control and Collision Avoidance in High-Risk Driving Scenarios
Authors: Dianwei Chen, Yaobang Gong, Xianfeng Yang
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY)
[351]  arXiv:2404.19076 (cross-list from cs.CY) [pdf, ps, other]
Title: Who Followed the Blueprint? Analyzing the Responses of U.S. Federal Agencies to the Blueprint for an AI Bill of Rights
Authors: Darren Lage, Riley Pruitt, Jason Ross Arnold
Comments: 8 pages
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI)
[352]  arXiv:2404.19075 (cross-list from eess.IV) [pdf, other]
Title: Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction
Authors: K. Aditya Mohan, Massimiliano Ferrucci, Chuck Divin, Garrett A. Stevenson, Hyojin Kim
Comments: submitted to Nature Machine Intelligence
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Numerical Analysis (math.NA)
[353]  arXiv:2404.19048 (cross-list from cs.CL) [pdf, other]
Title: A Framework for Real-time Safeguarding the Text Generation of Large Language Model
Authors: Ximing Dong, Dayi Lin, Shaowei Wang, Ahmed E. Hassan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[354]  arXiv:2404.19038 (cross-list from cs.CV) [pdf, other]
Title: Embedded Representation Learning Network for Animating Styled Video Portrait
Authors: Tianyong Wang, Xiangyu Liang, Wangguandong Zheng, Dan Niu, Haifeng Xia, Siyu Xia
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[355]  arXiv:2404.19031 (cross-list from cs.CV) [pdf, other]
Title: Machine Unlearning for Document Classification
Authors: Lei Kang, Mohamed Ali Souibgui, Fei Yang, Lluis Gomez, Ernest Valveny, Dimosthenis Karatzas
Comments: Accepted to ICDAR2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[356]  arXiv:2404.19007 (cross-list from cs.CL) [pdf, other]
Title: How Did We Get Here? Summarizing Conversation Dynamics
Authors: Yilun Hua, Nicholas Chernogor, Yuzhe Gu, Seoyeon Julie Jeong, Miranda Luo, Cristian Danescu-Niculescu-Mizil
Comments: To appear in the Proceedings of NAACL 2024. Data available in ConvoKit this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[357]  arXiv:2404.18981 (cross-list from eess.IV) [pdf, other]
Title: Decoding Radiologists' Intentions: A Novel System for Accurate Region Identification in Chest X-ray Image Analysis
Authors: Akash Awasthi, Safwan Ahmad, Bryant Le, Hien Van Nguyen
Comments: Accepted in ISBI 2024
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI)
[358]  arXiv:2404.18978 (cross-list from cs.LG) [pdf, other]
Title: Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs
Authors: Bahar Radmehr, Adish Singla, Tanja Käser
Comments: Accepted as a full paper at EDM 2024: The 17th International Conference on Educational Data Mining, 14-17 of July 2024, Atlanta
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[359]  arXiv:2404.18976 (cross-list from cs.LG) [pdf, other]
Title: Foundations of Multisensory Artificial Intelligence
Authors: Paul Pu Liang
Comments: CMU Machine Learning Department PhD Thesis
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM)
[360]  arXiv:2404.18975 (cross-list from cs.LG) [pdf, ps, other]
Title: M3H: Multimodal Multitask Machine Learning for Healthcare
Authors: Dimitris Bertsimas, Yu Ma
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[361]  arXiv:2404.18961 (cross-list from cs.LG) [pdf, other]
Title: Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras
Authors: Jun Yu, Yutong Dai, Xiaokang Liu, Jin Huang, Yishan Shen, Ke Zhang, Rong Zhou, Eashan Adhikarla, Wenxuan Ye, Yixin Liu, Zhaoming Kong, Kai Zhang, Yilong Yin, Vinod Namboodiri, Brian D. Davison, Jason H. Moore, Yong Chen
Comments: 60 figures, 116 pages, 500+ references
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[362]  arXiv:2404.18955 (cross-list from cs.NE) [pdf, other]
Title: GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes
Authors: Zhaoning Shi, Meng Xiang, Zhaoyang Hai, Xiabi Liu, Yan Pei
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[363]  arXiv:2404.18952 (cross-list from cs.CV) [pdf, other]
Title: CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention
Authors: Damith Chamalke Senadeera, Xiaoyun Yang, Dimitrios Kollias, Gregory Slabaugh
Comments: To be published in the proceedings of 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[364]  arXiv:2404.18947 (cross-list from cs.LG) [pdf, other]
Title: Multimodal Fusion on Low-quality Data: A Comprehensive Survey
Authors: Qingyang Zhang, Yake Wei, Zongbo Han, Huazhu Fu, Xi Peng, Cheng Deng, Qinghua Hu, Cai Xu, Jie Wen, Di Hu, Changqing Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[365]  arXiv:2404.18943 (cross-list from cs.HC) [pdf, ps, other]
Title: Using artificial intelligence methods for the studyed visual analyzer
Authors: A.I. Medvedeva, M.V.Kholod
Comments: in Rusian language
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[366]  arXiv:2404.18942 (cross-list from cs.CL) [pdf, other]
Title: GuideWalk -- Heterogeneous Data Fusion for Enhanced Learning -- A Multiclass Document Classification Case
Authors: Sarmad N. Mohammed, Semra Gündüç
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Social and Information Networks (cs.SI)
[367]  arXiv:2404.18940 (cross-list from cs.SI) [pdf, ps, other]
Title: Conceptual Mapping of Controversies
Authors: Claude Draude, Dominik Dürrschnabel, Johannes Hirth, Viktoria Horn, Jonathan Kropf, Jörn Lamla, Gerd Stumme, Markus Uhlmann
Subjects: Social and Information Networks (cs.SI); Artificial Intelligence (cs.AI)

Tue, 30 Apr 2024

[368]  arXiv:2404.18766 [pdf, other]
Title: PECC: Problem Extraction and Coding Challenges
Authors: Patrick Haller, Jonas Golde, Alan Akbik
Comments: This paper got accepted at LREC-COLING 2024 (long)
Subjects: Artificial Intelligence (cs.AI)
[369]  arXiv:2404.18672 [pdf, ps, other]
Title: Graph Convolutional Networks and Graph Attention Networks for Approximating Arguments Acceptability -- Technical Report
Authors: Paul Cibier, Jean-Guy Mailly
Comments: 15 pages, 2 figures. Submitted to the 10th International Conference on Computational Models of Argument (COMMA 2024)
Subjects: Artificial Intelligence (cs.AI)
[370]  arXiv:2404.18638 [pdf, other]
Title: Reinforcement Learning Problem Solving with Large Language Models
Authors: Sina Gholamian, Domingo Huh
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[371]  arXiv:2404.18533 [pdf, other]
Title: Evaluating Concept-based Explanations of Language Models: A Study on Faithfulness and Readability
Authors: Meng Li, Haoran Jin, Ruixuan Huang, Zhihao Xu, Defu Lian, Zijia Lin, Di Zhang, Xiting Wang
Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[372]  arXiv:2404.18416 [pdf, other]
Title: Capabilities of Gemini Models in Medicine
Authors: Khaled Saab, Tao Tu, Wei-Hung Weng, Ryutaro Tanno, David Stutz, Ellery Wulczyn, Fan Zhang, Tim Strother, Chunjong Park, Elahe Vedadi, Juanma Zambrano Chaves, Szu-Yeu Hu, Mike Schaekermann, Aishwarya Kamath, Yong Cheng, David G.T. Barrett, Cathy Cheung, Basil Mustafa, Anil Palepu, Daniel McDuff, Le Hou, Tomer Golany, Luyang Liu, Jean-baptiste Alayrac, Neil Houlsby, Nenad Tomasev, Jan Freyberg, Charles Lau, Jonas Kemp, Jeremy Lai, Shekoofeh Azizi, Kimberly Kanada, SiWai Man, Kavita Kulkarni, Ruoxi Sun, Siamak Shakeri, Luheng He, Ben Caine, Albert Webson, Natasha Latysheva, Melvin Johnson, Philip Mansfield, Jian Lu, Ehud Rivlin, Jesper Anderson, Bradley Green, Renee Wong, Jonathan Krause, Jonathon Shlens, Ewa Dominowska, S. M. Ali Eslami, Katherine Chou, Claire Cui, Oriol Vinyals, Koray Kavukcuoglu, et al. (12 additional authors not shown)
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[373]  arXiv:2404.18296 [pdf, ps, other]
Title: Using Deep Q-Learning to Dynamically Toggle between Push/Pull Actions in Computational Trust Mechanisms
Authors: Zoi Lygizou, Dimitris Kalles
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[374]  arXiv:2404.18270 [pdf, other]
Title: Pragmatic Formal Verification of Sequential Error Detection and Correction Codes (ECCs) used in Safety-Critical Design
Authors: Aman Kumar
Comments: Published in DVCon U.S. 2023
Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
[375]  arXiv:2404.18262 [pdf, other]
Title: Generating Situated Reflection Triggers about Alternative Solution Paths: A Case Study of Generative AI for Computer-Supported Collaborative Learning
Authors: Atharva Naik, Jessica Ruhan Yin, Anusha Kamath, Qianou Ma, Sherry Tongshuang Wu, Charles Murray, Christopher Bogart, Majd Sakr, Carolyn P. Rose
Subjects: Artificial Intelligence (cs.AI)
[376]  arXiv:2404.18202 [pdf, other]
Title: WorldGPT: Empowering LLM as Multimodal World Model
Authors: Zhiqi Ge, Hongzhe Huang, Mingze Zhou, Juncheng Li, Guoming Wang, Siliang Tang, Yueting Zhuang
Subjects: Artificial Intelligence (cs.AI); Multimedia (cs.MM)
[377]  arXiv:2404.18130 [pdf, other]
Title: Logic Agent: Enhancing Validity with Logic Rule Invocation
Authors: Hanmeng Liu, Zhiyang Teng, Chaoli Zhang, Yue Zhang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[378]  arXiv:2404.18074 [pdf, other]
Title: MMAC-Copilot: Multi-modal Agent Collaboration Operating System Copilot
Authors: Zirui Song, Yaohang Li, Meng Fang, Zhenhao Chen, Zecheng Shi, Yuan Huang
Comments: In processing
Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[379]  arXiv:2404.18021 [pdf, other]
Title: CRISPR-GPT: An LLM Agent for Automated Design of Gene-Editing Experiments
Authors: Kaixuan Huang, Yuanhao Qu, Henry Cousins, William A. Johnson, Di Yin, Mihir Shah, Denny Zhou, Russ Altman, Mengdi Wang, Le Cong
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Quantitative Methods (q-bio.QM)
[380]  arXiv:2404.17977 [pdf, other]
Title: Advancing Healthcare Automation: Multi-Agent Systems for Medical Necessity Justification
Authors: Himanshu Pandey, Akhil Amod, Shivang
Comments: 5 pages, 4 figures. Work In Progress
Subjects: Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)
[381]  arXiv:2404.17924 [pdf, other]
Title: Results about sets of desirable gamble sets
Authors: Catrin Campbell-Moore
Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT)
[382]  arXiv:2404.17833 [pdf, other]
Title: Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs
Authors: Zhenlan Ji, Daoyuan Wu, Pingchuan Ma, Zongjie Li, Shuai Wang
Subjects: Artificial Intelligence (cs.AI); Programming Languages (cs.PL)
[383]  arXiv:2404.17758 [pdf, ps, other]
Title: The Common Core Ontologies
Authors: Mark Jensen, Giacomo De Colle, Sean Kindya, Cameron More, Alexander P. Cox, John Beverley
Comments: 13 pages
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Logic in Computer Science (cs.LO)
[384]  arXiv:2404.17757 [pdf, ps, other]
Title: Middle Architecture Criteria
Authors: John Beverley, Giacomo De Colle, Mark Jensen, Carter Benson, Barry Smith
Comments: 14 pages
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Logic in Computer Science (cs.LO)
[385]  arXiv:2404.17749 [pdf, other]
Title: UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
Authors: Parth Vashisht, Abhilasha Lodha, Mukta Maddipatla, Zonghai Yao, Avijit Mitra, Zhichao Yang, Junda Wang, Sunjae Kwon, Hong Yu
Comments: Accepted at NAACL-ClinicalNLP workshop 2024
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[386]  arXiv:2404.17725 [pdf, other]
Title: Boltzmann State-Dependent Rationality
Authors: Osher Lerner
Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)
[387]  arXiv:2404.17716 [pdf, ps, other]
Title: Airlift Challenge: A Competition for Optimizing Cargo Delivery
Authors: Adis Delanovic, Carmen Chiu, Andre Beckus
Subjects: Artificial Intelligence (cs.AI)
[388]  arXiv:2404.17648 [pdf, other]
Title: Consolidating LAMA with Best-First Width Search
Authors: Augusto B. Corrêa, Jendrik Seipp
Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)
[389]  arXiv:2404.18928 (cross-list from cs.CV) [pdf, other]
Title: Stylus: Automatic Adapter Selection for Diffusion Models
Authors: Michael Luo, Justin Wong, Brandon Trabucco, Yanping Huang, Joseph E. Gonzalez, Zhifeng Chen, Ruslan Salakhutdinov, Ion Stoica
Comments: Project Website: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Graphics (cs.GR); Machine Learning (cs.LG)
[390]  arXiv:2404.18922 (cross-list from cs.LG) [pdf, other]
Title: DPO Meets PPO: Reinforced Token Optimization for RLHF
Authors: Han Zhong, Guhao Feng, Wei Xiong, Li Zhao, Di He, Jiang Bian, Liwei Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (stat.ML)
[391]  arXiv:2404.18891 (cross-list from cs.CV) [pdf, other]
Title: IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation
Authors: Kebin Wu, Wenbin Li, Xiaofei Xiao
Comments: 7 pages, 2 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[392]  arXiv:2404.18886 (cross-list from cs.LG) [pdf, other]
Title: A Survey on Diffusion Models for Time Series and Spatio-Temporal Data
Authors: Yiyuan Yang, Ming Jin, Haomin Wen, Chaoli Zhang, Yuxuan Liang, Lintao Ma, Yi Wang, Chenghao Liu, Bin Yang, Zenglin Xu, Jiang Bian, Shirui Pan, Qingsong Wen
Comments: Ongoing work; 27 pages, 8 figures, 2 tables; Github Repo: this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[393]  arXiv:2404.18873 (cross-list from cs.CV) [pdf, other]
Title: OpenStreetView-5M: The Many Roads to Global Visual Geolocation
Authors: Guillaume Astruc, Nicolas Dufour, Ioannis Siglidis, Constantin Aronssohn, Nacim Bouia, Stephanie Fu, Romain Loiseau, Van Nguyen Nguyen, Charles Raude, Elliot Vincent, Lintao XU, Hongyu Zhou, Loic Landrieu
Comments: CVPR 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[394]  arXiv:2404.18870 (cross-list from cs.CL) [pdf, other]
Title: More RLHF, More Trust? On The Impact of Human Preference Alignment On Language Model Trustworthiness
Authors: Aaron J. Li, Satyapriya Krishna, Himabindu Lakkaraju
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[395]  arXiv:2404.18864 (cross-list from cs.DC) [pdf, other]
Title: Performance-Aligned LLMs for Generating Fast Code
Authors: Daniel Nichols, Pranav Polasam, Harshitha Menon, Aniruddha Marathe, Todd Gamblin, Abhinav Bhatele
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
[396]  arXiv:2404.18848 (cross-list from cs.LG) [pdf, other]
Title: FeDeRA:Efficient Fine-tuning of Language Models in Federated Learning Leveraging Weight Decomposition
Authors: Yuxuan Yan, Shunpu Tang, Zhiguo Shi, Qianqian Yang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[397]  arXiv:2404.18831 (cross-list from cs.CV) [pdf, other]
Title: ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization
Authors: Hong Nguyen, Hoang Nguyen, Melinda Chang, Hieu Pham, Shrikanth Narayanan, Michael Pazzani
Comments: 8 pages
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[398]  arXiv:2404.18825 (cross-list from cs.LG) [pdf, other]
Title: Harmonic Machine Learning Models are Robust
Authors: Nicholas S. Kersting, Yi Li, Aman Mohanty, Oyindamola Obisesan, Raphael Okochu
Comments: 18 pages, 13 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[399]  arXiv:2404.18824 (cross-list from cs.CL) [pdf, other]
Title: Benchmarking Benchmark Leakage in Large Language Models
Authors: Ruijie Xu, Zengzhi Wang, Run-Ze Fan, Pengfei Liu
Comments: 30 pages; Homepage: this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[400]  arXiv:2404.18821 (cross-list from eess.SY) [pdf, other]
Title: Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies
Authors: Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder
Comments: ACM e-Energy 2024
Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[401]  arXiv:2404.18796 (cross-list from cs.CL) [pdf, other]
Title: Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
Authors: Pat Verga, Sebastian Hofstatter, Sophia Althammer, Yixuan Su, Aleksandra Piktus, Arkady Arkhangorodsky, Minjie Xu, Naomi White, Patrick Lewis
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[402]  arXiv:2404.18791 (cross-list from cs.SD) [pdf, other]
Title: Certification of Speaker Recognition Models to Additive Perturbations
Authors: Dmitrii Korzh, Elvir Karimov, Mikhail Pautov, Oleg Y. Rogov, Ivan Oseledets
Comments: 9 pages, 9 figures
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[403]  arXiv:2404.18784 (cross-list from cs.CL) [pdf, other]
Title: Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input
Authors: Tessa Masis, Brendan O'Connor
Comments: NLP+CSS workshop at NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[404]  arXiv:2404.18774 (cross-list from cond-mat.supr-con) [pdf, ps, other]
Title: Self-training superconducting neuromorphic circuits using reinforcement learning rules
Authors: M. L. Schneider, E. M. Jué, M. R. Pufall, K. Segall, C. W. Anderson
Comments: 15 pages, 6 figures
Subjects: Superconductivity (cond-mat.supr-con); Artificial Intelligence (cs.AI)
[405]  arXiv:2404.18772 (cross-list from cs.CV) [pdf, other]
Title: Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain
Authors: Gustaw Opiełka, Jessica Loke, Steven Scholte
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[406]  arXiv:2404.18747 (cross-list from cs.CV) [pdf, other]
Title: Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment
Authors: Shanle Yao, Ghazal Alinezhad Noghre, Armin Danesh Pazho, Hamed Tabkhi
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[407]  arXiv:2404.18736 (cross-list from cs.LG) [pdf, other]
Title: Mapping the Potential of Explainable Artificial Intelligence (XAI) for Fairness Along the AI Lifecycle
Authors: Luca Deck, Astrid Schomäcker, Timo Speith, Jakob Schöffer, Lena Kästner, Niklas Kühl
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[408]  arXiv:2404.18731 (cross-list from cs.CV) [pdf, other]
Title: Real Time Multi Organ Classification on Computed Tomography Images
Authors: Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[409]  arXiv:2404.18730 (cross-list from cs.LG) [pdf, other]
Title: CVTN: Cross Variable and Temporal Integration for Time Series Forecasting
Authors: Han Zhou, Yuntian Chen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Applications (stat.AP)
[410]  arXiv:2404.18713 (cross-list from cs.RO) [pdf, other]
Title: Adaptive Reinforcement Learning for Robot Control
Authors: Yu Tang Liu, Nilaksh Singh, Aamir Ahmad
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[411]  arXiv:2404.18669 (cross-list from cs.GR) [pdf, other]
Title: Bootstrap 3D Reconstructed Scenes from 3D Gaussian Splatting
Authors: Yifei Gao, Jie Ou, Lei Wang, Jun Cheng
Subjects: Graphics (cs.GR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[412]  arXiv:2404.18655 (cross-list from cs.CL) [pdf, other]
Title: Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods
Authors: Haeun Yu, Pepa Atanasova, Isabelle Augenstein
Comments: 14 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[413]  arXiv:2404.18649 (cross-list from cs.CV) [pdf, other]
Title: Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection
Authors: Konstantinos Tsigos, Evlampios Apostolidis, Spyridon Baxevanakis, Symeon Papadopoulos, Vasileios Mezaris
Comments: Accepted for publication, 3rd ACM Int. Workshop on Multimedia AI against Disinformation (MAD'24) at ACM ICMR'24, June 10, 2024, Phuket, Thailand. This is the "accepted version"
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[414]  arXiv:2404.18624 (cross-list from cs.CL) [pdf, other]
Title: Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?
Authors: Letitia Parcalabescu, Anette Frank
Comments: 27 pages, from which 12 pages contain the text of the main paper. 8 figures, 11 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[415]  arXiv:2404.18604 (cross-list from cs.CV) [pdf, other]
Title: CSTalk: Correlation Supervised Speech-driven 3D Emotional Facial Animation Generation
Authors: Xiangyu Liang, Wenlin Zhuang, Tianyong Wang, Guangxing Geng, Guangyue Geng, Haifeng Xia, Siyu Xia
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[416]  arXiv:2404.18591 (cross-list from cs.CV) [pdf, other]
Title: FashionSD-X: Multimodal Fashion Garment Synthesis using Latent Diffusion
Authors: Abhishek Kumar Singh, Ioannis Patras
Comments: 9 pages, 8 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[417]  arXiv:2404.18564 (cross-list from cs.CL) [pdf, other]
Title: Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning
Authors: Wen-Yu Chang, Yun-Nung Chen
Comments: arXiv admin note: substantial text overlap with arXiv:2308.14266
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[418]  arXiv:2404.18558 (cross-list from cs.SE) [pdf, other]
Title: LangBiTe: A Platform for Testing Bias in Large Language Models
Authors: Sergio Morales, Robert Clarisó, Jordi Cabot
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[419]  arXiv:2404.18555 (cross-list from quant-ph) [pdf, other]
Title: Machine Learning for Quantum Computing Specialists
Authors: Daniel Goldsmith, M M Hassan Mahmud
Comments: 32 pages, 21 figures, technical report
Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI)
[420]  arXiv:2404.18553 (cross-list from cs.LG) [pdf, other]
Title: Evaluating the effectiveness of predicting covariates in LSTM Networks for Time Series Forecasting
Authors: Gareth Davies
Comments: 9 content pages (22 total pages), 11 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[421]  arXiv:2404.18552 (cross-list from cs.CV) [pdf, other]
Title: SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods
Authors: Manos Schinas, Symeon Papadopoulos
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[422]  arXiv:2404.18541 (cross-list from cs.CR) [pdf, other]
Title: Machine Learning for Windows Malware Detection and Classification: Methods, Challenges and Ongoing Research
Authors: Daniel Gibert
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[423]  arXiv:2404.18539 (cross-list from cs.CV) [pdf, other]
Title: Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods
Authors: Chuni Liu, Boyuan Ma, Xiaojuan Ban, Yujie Xie, Hao Wang, Weihua Xue, Jingchao Ma, Ke Xu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[424]  arXiv:2404.18534 (cross-list from cs.CL) [pdf, other]
Title: Evaluating and Mitigating Linguistic Discrimination in Large Language Models
Authors: Guoliang Dong, Haoyu Wang, Jun Sun, Xinyu Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Software Engineering (cs.SE)
[425]  arXiv:2404.18532 (cross-list from cs.CL) [pdf, other]
Title: MileBench: Benchmarking MLLMs in Long Context
Authors: Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang
Comments: 29 pages, 13 figures, 14 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[426]  arXiv:2404.18531 (cross-list from cs.SE) [pdf, other]
Title: A Framework to Model ML Engineering Processes
Authors: Sergio Morales, Robert Clarisó, Jordi Cabot
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[427]  arXiv:2404.18527 (cross-list from cs.LG) [pdf, ps, other]
Title: Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning
Authors: Weike Peng, Jiaxin Gao, Yuntian Chen, Shengwei Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Applications (stat.AP)
[428]  arXiv:2404.18519 (cross-list from cs.LG) [pdf, other]
Title: On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks
Authors: Usevalad Milasheuski. Luca Barbieri, Bernardo Camajori Tedeschini, Monica Nicoli, Stefano Savazzi
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[429]  arXiv:2404.18518 (cross-list from cs.DL) [pdf, ps, other]
Title: From ChatGPT, DALL-E 3 to Sora: How has Generative AI Changed Digital Humanities Research and Services?
Authors: Jiangfeng Liu, Ziyi Wang, Jing Xie, Lei Pei
Comments: 21 pages, 3 figures
Subjects: Digital Libraries (cs.DL); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)
[430]  arXiv:2404.18508 (cross-list from cs.LG) [pdf, other]
Title: Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models
Authors: Mark Schöne, Neeraj Mohan Sushma, Jingyue Zhuge, Christian Mayr, Anand Subramoney, David Kappel
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[431]  arXiv:2404.18470 (cross-list from cs.CE) [pdf, other]
Title: ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction
Authors: Yupeng Cao, Zhi Chen, Qingyun Pei, Prashant Kumar, K.P. Subbalakshmi, Papa Momar Ndiaye
Comments: 15 pages, 3 figures, 5 tables
Subjects: Computational Engineering, Finance, and Science (cs.CE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Risk Management (q-fin.RM); Trading and Market Microstructure (q-fin.TR)
[432]  arXiv:2404.18465 (cross-list from cs.IR) [pdf, other]
Title: M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework
Authors: Zijian Zhang, Shuchang Liu, Jiaao Yu, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang, Kun Gai
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[433]  arXiv:2404.18460 (cross-list from cs.CL) [pdf, other]
Title: Ethical Reasoning and Moral Value Alignment of LLMs Depend on the Language we Prompt them in
Authors: Utkarsh Agarwal, Kumar Tanmay, Aditi Khandelwal, Monojit Choudhury
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[434]  arXiv:2404.18445 (cross-list from econ.GN) [pdf, other]
Title: Strategic Behavior and AI Training Data
Authors: Christian Peukert, Florian Abeillon, Jérémie Haese, Franziska Kaiser, Alexander Staub
Subjects: General Economics (econ.GN); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[435]  arXiv:2404.18444 (cross-list from cs.LG) [pdf, other]
Title: U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models
Authors: Song Mei
Comments: v2 updated discussions of related literature
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Statistics Theory (math.ST); Machine Learning (stat.ML)
[436]  arXiv:2404.18443 (cross-list from cs.CL) [pdf, other]
Title: BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
Authors: Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Yanqiao Zhu, May D. Wang, Joyce C. Ho, Chao Zhang, Carl Yang
Comments: Work in progress. The model and data will be uploaded to \url{this https URL}
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Quantitative Methods (q-bio.QM)
[437]  arXiv:2404.18423 (cross-list from cs.CV) [pdf, other]
Title: Unsupervised Dynamics Prediction with Object-Centric Kinematics
Authors: Yeon-Ji Song, Suhyung Choi, Jaein Kim, Jin-Hwa Kim, Byoung-Tak Zhang
Comments: 15 pages, 6 figures, 4 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[438]  arXiv:2404.18419 (cross-list from cs.CV) [pdf, ps, other]
Title: Research on Intelligent Aided Diagnosis System of Medical Image Based on Computer Deep Learning
Authors: Jiajie Yuan, Linxiao Wu, Yulu Gong, Zhou Yu, Ziang Liu, Shuyao He
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[439]  arXiv:2404.18413 (cross-list from cs.CV) [pdf, other]
Title: 3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset
Authors: Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[440]  arXiv:2404.18400 (cross-list from cs.LG) [pdf, other]
Title: LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
Authors: Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K Reddy
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[441]  arXiv:2404.18385 (cross-list from cs.HC) [pdf, other]
Title: Equivalence: An analysis of artists' roles with Image Generative AI from Conceptual Art perspective through an interactive installation design practice
Authors: Yixuan Li, Dan C. Baciu, Marcos Novak, George Legrady
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[442]  arXiv:2404.18359 (cross-list from cs.CL) [pdf, other]
Title: FoundaBench: Evaluating Chinese Fundamental Knowledge Capabilities of Large Language Models
Authors: Wei Li, Ren Ma, Jiang Wu, Chenya Gu, Jiahui Peng, Jinyang Len, Songyang Zhang, Hang Yan, Dahua Lin, Conghui He
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[443]  arXiv:2404.18353 (cross-list from cs.CR) [pdf, other]
Title: Do Neutral Prompts Produce Insecure Code? FormAI-v2 Dataset: Labelling Vulnerabilities in Code Generated by Large Language Models
Authors: Norbert Tihanyi, Tamas Bisztray, Mohamed Amine Ferrag, Ridhi Jain, Lucas C. Cordeiro
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Programming Languages (cs.PL)
[444]  arXiv:2404.18352 (cross-list from cs.CV) [pdf, other]
Title: Post-hoc and manifold explanations analysis of facial expression data based on deep learning
Authors: Yang Xiao
Comments: 19PAGES
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[445]  arXiv:2404.18328 (cross-list from cs.CR) [pdf, ps, other]
Title: Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study
Authors: Hamdi Friji, Ioannis Mavromatis, Adrian Sanchez-Mompo, Pietro Carnelli, Alexis Olivereau, Aftab Khan
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[446]  arXiv:2404.18326 (cross-list from cs.LG) [pdf, other]
Title: SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning Policies
Authors: Amir Samadi, Konstantinos Koufos, Kurt Debattista, Mehrdad Dianati
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[447]  arXiv:2404.18311 (cross-list from cs.LG) [pdf, ps, other]
Title: Towards Real-time Learning in Large Language Models: A Critical Review
Authors: Mladjan Jovanovic, Peter Voss
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[448]  arXiv:2404.18304 (cross-list from cs.IR) [pdf, other]
Title: Retrieval-Oriented Knowledge for Click-Through Rate Prediction
Authors: Huanshuo Liu, Bo Chen, Menghui Zhu, Jianghao Lin, Jiarui Qin, Yang Yang, Hao Zhang, Ruiming Tang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[449]  arXiv:2404.18291 (cross-list from cs.CV) [pdf, other]
Title: Panoptic Segmentation and Labelling of Lumbar Spine Vertebrae using Modified Attention Unet
Authors: Rikathi Pal, Priya Saha, Somoballi Ghoshal, Amlan Chakrabarti, Susmita Sur-Kolay
Comments: 9 pages, 10 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[450]  arXiv:2404.18276 (cross-list from cs.CL) [pdf, ps, other]
Title: Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ)
Authors: Malur Narayan, John Pasmore, Elton Sampaio, Vijay Raghavan, Gabriella Waters
Comments: 41 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[451]  arXiv:2404.18264 (cross-list from cs.CL) [pdf, other]
Title: Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin
Authors: Pin-Jie Lin, Merel Scholman, Muhammed Saeed, Vera Demberg
Comments: Accepted to LREC-COLING 2024 Main Conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[452]  arXiv:2404.18255 (cross-list from cs.CL) [pdf, other]
Title: PatentGPT: A Large Language Model for Intellectual Property
Authors: Zilong Bai, Ruiji Zhang, Linqing Chen, Qijun Cai, Yuan Zhong, Cong Wang, Yan Fang, Jie Fang, Jing Sun, Weikuan Wang, Lizhi Zhou, Haoran Hua, Tian Qiu, Chaochao Wang, Cheng Sun, Jianping Lu, Yixin Wang, Yubin Xia, Meng Hu, Haowen Liu, Peng Xu, Licong Xu, Fu Bian, Xiaolong Gu, Lisha Zhang, Weilei Wang, Changyang Tu
Comments: 19 pages, 9 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[453]  arXiv:2404.18231 (cross-list from cs.CL) [pdf, other]
Title: From Persona to Personalization: A Survey on Role-Playing Language Agents
Authors: Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao
Comments: Preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[454]  arXiv:2404.18214 (cross-list from cs.IR) [pdf, other]
Title: Contrastive Learning Method for Sequential Recommendation based on Multi-Intention Disentanglement
Authors: Zeyu Hu, Yuzhi Xiao, Tao Huang, Xuanrong Huo
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[455]  arXiv:2404.18213 (cross-list from cs.CV) [pdf, other]
Title: S$^2$Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification
Authors: Guanchun Wang, Xiangrong Zhang, Zelin Peng, Tianyang Zhang, Xiuping Jia, Licheng Jiao
Comments: 13 pages, 9 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[456]  arXiv:2404.18212 (cross-list from cs.CV) [pdf, other]
Title: Paint by Inpaint: Learning to Add Image Objects by Removing Them First
Authors: Navve Wasserman, Noam Rotstein, Roy Ganz, Ron Kimmel
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[457]  arXiv:2404.18203 (cross-list from cs.CV) [pdf, other]
Title: LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
Authors: Zicheng Zhang, Haoning Wu, Yingjie Zhou, Chunyi Li, Wei Sun, Chaofeng Chen, Xiongkuo Min, Xiaohong Liu, Weisi Lin, Guangtao Zhai
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[458]  arXiv:2404.18198 (cross-list from quant-ph) [pdf, other]
Title: Permutation-equivariant quantum convolutional neural networks
Authors: Sreetama Das, Filippo Caruso
Comments: 13 pages, 10 figures
Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[459]  arXiv:2404.18197 (cross-list from stat.ME) [pdf, other]
Title: A General Causal Inference Framework for Cross-Sectional Observational Data
Authors: Yonghe Zhao, Huiyan Sun
Comments: 19 pages, 7 figures
Subjects: Methodology (stat.ME); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[460]  arXiv:2404.18191 (cross-list from cs.CL) [pdf, other]
Title: Exploring the Robustness of In-Context Learning with Noisy Labels
Authors: Chen Cheng, Xinzhi Yu, Haodong Wen, Jingsong Sun, Guanzhang Yue, Yihao Zhang, Zeming Wei
Comments: ICLR 2024 Workshop on Reliable and Responsible Foundation Models
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Optimization and Control (math.OC)
[461]  arXiv:2404.18185 (cross-list from cs.IR) [pdf, other]
Title: Ranked List Truncation for Large Language Model-based Re-Ranking
Authors: Chuan Meng, Negar Arabzadeh, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke
Comments: Accepted for publication as a long paper at SIGIR 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[462]  arXiv:2404.18183 (cross-list from q-fin.RM) [pdf, ps, other]
Title: Innovative Application of Artificial Intelligence Technology in Bank Credit Risk Management
Authors: Shuochen Bi, Wenqing Bao
Comments: 6 pages, 1 figure, 2 tables
Journal-ref: International Journal of Global Economics and Management ISSN: 3005-9690 (Print), ISSN: 3005-8090 (Online) | Volume 2, Number 3, Year 2024
Subjects: Risk Management (q-fin.RM); Artificial Intelligence (cs.AI)
[463]  arXiv:2404.18178 (cross-list from eess.IV) [pdf, other]
Title: Assessing Image Quality Using a Simple Generative Representation
Authors: Simon Raviv, Gal Chechik
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR); Machine Learning (cs.LG)
[464]  arXiv:2404.18174 (cross-list from cs.CV) [pdf, other]
Title: Mamba-FETrack: Frame-Event Tracking via State Space Model
Authors: Ju Huang, Shiao Wang, Shuai Wang, Zhe Wu, Xiao Wang, Bo Jiang
Comments: In Peer Review
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[465]  arXiv:2404.18161 (cross-list from cs.LG) [pdf, other]
Title: IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning
Authors: Prashant Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz
Comments: Published in Transactions on Machine Learning Research
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[466]  arXiv:2404.18149 (cross-list from cs.CV) [pdf, other]
Title: Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories
Authors: Zongmei Chen, Xin Liao, Xiaoshuai Wu, Yanxiang Chen
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Multimedia (cs.MM)
[467]  arXiv:2404.18144 (cross-list from cs.LG) [pdf, other]
Title: Generative AI for Visualization: State of the Art and Future Directions
Authors: Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[468]  arXiv:2404.18134 (cross-list from cs.LG) [pdf, other]
Title: Enhancing Fairness in Neural Networks Using FairVIC
Authors: Charmaine Barker, Daniel Bethell, Dimitar Kazakov
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (stat.ML)
[469]  arXiv:2404.18094 (cross-list from cs.SD) [pdf, other]
Title: USAT: A Universal Speaker-Adaptive Text-to-Speech Approach
Authors: Wenbin Wang, Yang Song, Sanjay Jha
Comments: 15 pages, 13 figures. Copyright has been transferred to IEEE
Journal-ref: IEEE/ACM Transactions on Audio, Speech and Language Processing, 2024
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[470]  arXiv:2404.18083 (cross-list from cs.RO) [pdf, other]
Title: Online,Target-Free LiDAR-Camera Extrinsic Calibration via Cross-Modal Mask Matching
Authors: Zhiwei Huang, Yikang Zhang, Qijun Chen, Rui Fan
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[471]  arXiv:2404.18081 (cross-list from cs.SD) [pdf, other]
Title: ComposerX: Multi-Agent Symbolic Music Composition with LLMs
Authors: Qixin Deng, Qikai Yang, Ruibin Yuan, Yipeng Huang, Yi Wang, Xubo Liu, Zeyue Tian, Jiahao Pan, Ge Zhang, Hanfeng Lin, Yizhi Li, Yinghao Ma, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenwu Wang, Guangyu Xia, Wei Xue, Yike Guo
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[472]  arXiv:2404.18066 (cross-list from cs.NE) [pdf, other]
Title: Quantized Context Based LIF Neurons for Recurrent Spiking Neural Networks in 45nm
Authors: Sai Sukruth Bezugam, Yihao Wu, JaeBum Yoo, Dmitri Strukov, Bongjin Kim
Comments: 7 Pages, 7 Figures, 2 Tables
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR); Computer Vision and Pattern Recognition (cs.CV); Neurons and Cognition (q-bio.NC)
[473]  arXiv:2404.18065 (cross-list from cs.CV) [pdf, other]
Title: Grounded Compositional and Diverse Text-to-3D with Pretrained Multi-View Diffusion Model
Authors: Xiaolong Li, Jiawei Mo, Ying Wang, Chethan Parameshwara, Xiaohan Fei, Ashwin Swaminathan, CJ Taylor, Zhuowen Tu, Paolo Favaro, Stefano Soatto
Comments: 9 pages, 10 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[474]  arXiv:2404.18001 (cross-list from cs.SE) [pdf, other]
Title: LLMParser: An Exploratory Study on Using Large Language Models for Log Parsing
Authors: Zeyang Ma, An Ran Chen, Dong Jae Kim, Tse-Hsun Chen, Shaowei Wang
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[475]  arXiv:2404.17999 (cross-list from cs.CL) [pdf, other]
Title: MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch
Authors: Nadia Saeed
Comments: 7 pages, 4 figures, Clinical NLP 2024 Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[476]  arXiv:2404.17985 (cross-list from cs.CL) [pdf, other]
Title: Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models
Authors: Milena Pustet, Elisabeth Steffen, Helena Mihaljević
Comments: Accepted to the 8th Workshop on Online Abuse and Harms (WOAH), ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[477]  arXiv:2404.17984 (cross-list from cs.CR) [pdf, other]
Title: Privacy-Preserving, Dropout-Resilient Aggregation in Decentralized Learning
Authors: Ali Reza Ghavamipour, Benjamin Zi Hao Zhao, Fatih Turkmen
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[478]  arXiv:2404.17975 (cross-list from cs.CL) [pdf, ps, other]
Title: Automating Customer Needs Analysis: A Comparative Study of Large Language Models in the Travel Industry
Authors: Simone Barandoni, Filippo Chiarello, Lorenzo Cascone, Emiliano Marrale, Salvatore Puccio
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[479]  arXiv:2404.17970 (cross-list from cs.CR) [pdf, other]
Title: Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness
Authors: Ali Reza Ghavamipour, Benjamin Zi Hao Zhao, Oguzhan Ersoy, Fatih Turkmen
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[480]  arXiv:2404.17962 (cross-list from quant-ph) [pdf, other]
Title: Deep Learning for Low-Latency, Quantum-Ready RF Sensing
Authors: Pranav Gokhale, Caitlin Carnahan, William Clark, Frederic T. Chong
Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Performance (cs.PF); Systems and Control (eess.SY)
[481]  arXiv:2404.17947 (cross-list from cs.LG) [pdf, other]
Title: Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
Authors: Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
Comments: Accepted at ICLR 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[482]  arXiv:2404.17943 (cross-list from cs.LG) [pdf, other]
Title: Interaction Event Forecasting in Multi-Relational Recursive HyperGraphs: A Temporal Point Process Approach
Authors: Tony Gracious, Ambedkar Dukkipati
Comments: 10 pages, 4 figures, 5 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[483]  arXiv:2404.17937 (cross-list from cs.LG) [pdf, other]
Title: DTization: A New Method for Supervised Feature Scaling
Authors: Niful Islam
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[484]  arXiv:2404.17930 (cross-list from cs.CV) [pdf, other]
Title: Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments
Authors: Benoît Gérin, Anaïs Halin, Anthony Cioppa, Maxim Henry, Bernard Ghanem, Benoît Macq, Christophe De Vleeschouwer, Marc Van Droogenbroeck
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)
[485]  arXiv:2404.17929 (cross-list from cs.CV) [pdf, other]
Title: Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition
Authors: Xiao Wang, Qian Zhu, Jiandong Jin, Jun Zhu, Futian Wang, Bo Jiang, Yaowei Wang, Yonghong Tian
Comments: Parameter Efficient Fine-Tuning Strategy for Video-based Pedestrian Attribute Recognition
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[486]  arXiv:2404.17926 (cross-list from eess.IV) [pdf, other]
Title: Pre-training on High Definition X-ray Images: An Experimental Study
Authors: Xiao Wang, Yuehang Li, Wentao Wu, Jiandong Jin, Yao Rong, Bo Jiang, Chuanfu Li, Jin Tang
Comments: Technology Report
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[487]  arXiv:2404.17916 (cross-list from cs.LG) [pdf, other]
Title: FedCRL: Personalized Federated Learning with Contrastive Shared Representations for Label Heterogeneity in Non-IID Data
Authors: Chenghao Huang, Xiaolu Chen, Yanru Zhang, Hao Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[488]  arXiv:2404.17912 (cross-list from cs.CL) [pdf, other]
Title: SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models
Authors: Manav Nitin Kapadnis, Sohan Patnaik, Abhilash Nandy, Sourjyadip Ray, Pawan Goyal, Debdoot Sheet
Comments: 8 pages, 3 figures, 4 tables, Accepted as oral at Clinical NLP workshop at NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[489]  arXiv:2404.17892 (cross-list from eess.SY) [pdf, other]
Title: Shared learning of powertrain control policies for vehicle fleets
Authors: Lindsey Kerbel, Beshah Ayalew, Andrej Ivanco
Journal-ref: Elsevier Applied Energy Volume 365, 1 July 2024, 123217
Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[490]  arXiv:2404.17890 (cross-list from eess.IV) [pdf, other]
Title: DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction
Authors: Chenhe Du, Xiyue Lin, Qing Wu, Xuanyu Tian, Ying Su, Zhe Luo, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang
Comments: 15 pages, 10 figures
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[491]  arXiv:2404.17886 (cross-list from cs.LG) [pdf, other]
Title: Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping
Authors: Christel Sirocchi, Martin Urschler, Bastian Pfeifer
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[492]  arXiv:2404.17871 (cross-list from cs.SE) [pdf, other]
Title: A Survey of Deep Learning Library Testing Methods
Authors: Xiaoyu Zhang, Weipeng Jiang, Chao Shen, Qi Li, Qian Wang, Chenhao Lin, Xiaohong Guan
Comments: 34 pages, 8 figures, 4 tables
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[493]  arXiv:2404.17865 (cross-list from cs.CV) [pdf, other]
Title: Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target
Authors: Zitong Zhang, Yang Liu, Hao Sun
Comments: 17 pages
Journal-ref: IJCAI 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Chaotic Dynamics (nlin.CD)
[494]  arXiv:2404.17854 (cross-list from cs.CV) [pdf, other]
Title: GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation
Authors: Ziya Ata Yazıcı, İlkay Öksüz, Hazım Kemal Ekenel
Comments: The article was accepted for publication in the Image and Vision Computing journal
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[495]  arXiv:2404.17842 (cross-list from cs.SE) [pdf, other]
Title: Using LLMs in Software Requirements Specifications: An Empirical Evaluation
Authors: Madhava Krishna, Bhagesh Gaur, Arsh Verma, Pankaj Jalote
Comments: Accepted to RE@Next! at the IEEE International Requirements Engineering Conference 2024 at Reykjavik, Iceland
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[496]  arXiv:2404.17820 (cross-list from cs.RO) [pdf, other]
Title: Motion planning for off-road autonomous driving based on human-like cognition and weight adaptation
Authors: Yuchun Wang, Cheng Gong, Jianwei Gong, Peng Jia
Journal-ref: Journal of Field Robotics,2024,1-22
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[497]  arXiv:2404.17809 (cross-list from cs.CL) [pdf, other]
Title: Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
Authors: Guozheng Li, Peng Wang, Wenjun Ke, Yikai Guo, Ke Ji, Ziyu Shang, Jiajun Liu, Zijie Xu
Comments: IJCAI 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[498]  arXiv:2404.17807 (cross-list from cs.CL) [pdf, other]
Title: Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
Authors: Guozheng Li, Peng Wang, Jiajun Liu, Yikai Guo, Ke Ji, Ziyu Shang, Zijie Xu
Comments: IJCAI 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[499]  arXiv:2404.17802 (cross-list from cs.CL) [pdf, other]
Title: Empirical Analysis of Dialogue Relation Extraction with Large Language Models
Authors: Guozheng Li, Zijie Xu, Ziyu Shang, Jiajun Liu, Ke Ji, Yikai Guo
Comments: IJCAI 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[500]  arXiv:2404.17799 (cross-list from cs.LG) [pdf, other]
Title: Personalized Federated Learning via Sequential Layer Expansion in Representation Learning
Authors: Jaewon Jang, Bonjun Choi
Comments: 12 pages, 7 figure
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[501]  arXiv:2404.17794 (cross-list from cs.HC) [pdf, other]
Title: GPT for Games: A Scoping Review (2020-2023)
Authors: Daijin Yang, Erica Kleinman, Casper Harteveld
Comments: To be published in IEEE Conference on Games 2024
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[502]  arXiv:2404.17790 (cross-list from cs.CL) [pdf, other]
Title: Continual Pre-Training for Cross-Lingual LLM Adaptation: Enhancing Japanese Language Capabilities
Authors: Kazuki Fujii, Taishi Nakamura, Mengsay Loem, Hiroki Iida, Masanari Ohi, Kakeru Hattori, Hirai Shota, Sakae Mizuki, Rio Yokota, Naoaki Okazaki
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[503]  arXiv:2404.17780 (cross-list from cs.MA) [pdf, other]
Title: Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning
Authors: Dapeng Li, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin, Dongmei Zhang, Qi Zhang, Zhiwei Xu, Bin Zhang, Guoliang Fan
Comments: 12 pages, 6 figures
Subjects: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI)
[504]  arXiv:2404.17778 (cross-list from cs.CL) [pdf, other]
Title: MRScore: Evaluating Radiology Report Generation with LLM-based Reward System
Authors: Yunyi Liu, Zhanyu Wang, Yingshu Li, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[505]  arXiv:2404.17768 (cross-list from cs.LG) [pdf, other]
Title: Make the Most of Your Data: Changing the Training Data Distribution to Improve In-distribution Generalization Performance
Authors: Dang Nguyen, Paymon Haddad, Eric Gan, Baharan Mirzasoleiman
Comments: 32 pages, 11 figures, 6 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[506]  arXiv:2404.17766 (cross-list from cs.LG) [pdf, other]
Title: Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing
Authors: Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Networking and Internet Architecture (cs.NI)
[507]  arXiv:2404.17760 (cross-list from cs.CV) [pdf, other]
Title: Adversarial Examples: Generation Proposal in the Context of Facial Recognition Systems
Authors: Marina Fuster, Ignacio Vidaurreta
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[508]  arXiv:2404.17753 (cross-list from cs.CV) [pdf, other]
Title: Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification
Authors: Chao Yi, Lu Ren, De-Chuan Zhan, Han-Jia Ye
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[509]  arXiv:2404.17735 (cross-list from cs.LG) [pdf, other]
Title: Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models
Authors: Aneesh Komanduri, Chen Zhao, Feng Chen, Xintao Wu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME)
[510]  arXiv:2404.17733 (cross-list from cs.CL) [pdf, other]
Title: Building a Large Japanese Web Corpus for Large Language Models
Authors: Naoaki Okazaki, Kakeru Hattori, Hirai Shota, Hiroki Iida, Masanari Ohi, Kazuki Fujii, Taishi Nakamura, Mengsay Loem, Rio Yokota, Sakae Mizuki
Comments: 17 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[511]  arXiv:2404.17732 (cross-list from cs.CV) [pdf, other]
Title: Generative Dataset Distillation: Balancing Global Structure and Local Details
Authors: Longzhen Li, Guang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
Comments: Accepted by the 1st CVPR Workshop on Dataset Distillation
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[512]  arXiv:2404.17723 (cross-list from cs.IR) [pdf, other]
Title: Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
Authors: Zhentao Xu, Mark Jerome Cruz, Matthew Guevara, Tie Wang, Manasi Deshpande, Xiaofeng Wang, Zheng Li
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[513]  arXiv:2404.17718 (cross-list from cs.RO) [pdf, other]
Title: Lessons from Deploying CropFollow++: Under-Canopy Agricultural Navigation with Keypoints
Authors: Arun N. Sivakumar, Mateus V. Gasparino, Michael McGuire, Vitor A. H. Higuti, M. Ugur Akcal, Girish Chowdhary
Comments: Accepted to the IEEE ICRA Workshop on Field Robotics 2024
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[514]  arXiv:2404.17688 (cross-list from cs.HC) [pdf, other]
Title: Seizing the Means of Production: Exploring the Landscape of Crafting, Adapting and Navigating Generative AI Models in the Visual Arts
Authors: Ahmed M. Abuzuraiq, Philippe Pasquier
Comments: Accepted to CHI 2024 workshop on Generative AI and HCI
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[515]  arXiv:2404.17687 (cross-list from cs.LG) [pdf, other]
Title: Knowledge Transfer for Cross-Domain Reinforcement Learning: A Systematic Review
Authors: Sergio A. Serrano, Jose Martinez-Carranza, L. Enrique Sucar
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[516]  arXiv:2404.17674 (cross-list from cs.LG) [pdf, other]
Title: Center-Based Relaxed Learning Against Membership Inference Attacks
Authors: Xingli Fang, Jung-Eun Kim
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[517]  arXiv:2404.17670 (cross-list from eess.IV) [pdf, other]
Title: Federated Learning for Blind Image Super-Resolution
Authors: Brian B. Moser, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Emerging Technologies (cs.ET); Machine Learning (cs.LG)
[518]  arXiv:2404.17644 (cross-list from stat.ML) [pdf, other]
Title: A Conditional Independence Test in the Presence of Discretization
Authors: Boyang Sun, Yu Yao, Huangyuan Hao, Yumou Qiu, Kun Zhang
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[519]  arXiv:2404.17642 (cross-list from cs.CL) [pdf, other]
Title: Empowering Large Language Models for Textual Data Augmentation
Authors: Yichuan Li, Kaize Ding, Jianling Wang, Kyumin Lee
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[520]  arXiv:2404.17625 (cross-list from cs.LG) [pdf, other]
Title: Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land
Authors: Simone Scardapane
Comments: Companion website for additional chapters: this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[521]  arXiv:2404.17617 (cross-list from cs.CR) [pdf, other]
Title: Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning
Authors: Tao Liu, Yuhang Zhang, Zhu Feng, Zhiqin Yang, Chen Xu, Dapeng Man, Wu Yang
Journal-ref: Proceedings of the AAAI Conference on Artificial Intelligence. 2024, 38(19): 21359-21367
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[522]  arXiv:2404.17611 (cross-list from physics.ao-ph) [pdf, ps, other]
Title: MetaSD: A Unified Framework for Scalable Downscaling of Meteorological Variables in Diverse Situations
Authors: Jing Hu, Honghu Zhang, Peng Zheng, Jialin Mu, Xiaomeng Huang, Xi Wu
Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[523]  arXiv:2404.17609 (cross-list from cs.LG) [pdf, other]
Title: CoSD: Collaborative Stance Detection with Contrastive Heterogeneous Topic Graph Learning
Authors: Yinghan Cheng, Qi Zhang, Chongyang Shi, Liang Xiao, Shufeng Hao, Liang Hu
Comments: 13 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[524]  arXiv:2404.17608 (cross-list from cs.SD) [pdf, ps, other]
Title: Synthesizing Audio from Silent Video using Sequence to Sequence Modeling
Authors: Hugo Garrido-Lestache Belinchon, Helina Mulugeta, Adam Haile
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[525]  arXiv:2404.17607 (cross-list from cs.IR) [pdf, other]
Title: Utilizing Large Language Models to Identify Reddit Users Considering Vaping Cessation for Digital Interventions
Authors: Sai Krishna Revanth Vuruma, Dezhi Wu, Saborny Sen Gupta, Lucas Aust, Valerie Lookingbill, Caleb Henry, Yang Ren, Erin Kasson, Li-Shiun Chen, Patricia Cavazos-Rehg, Dian Hu, Ming Huang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Social and Information Networks (cs.SI)
[526]  arXiv:2404.17605 (cross-list from q-bio.OT) [pdf, ps, other]
Title: Autonomous LLM-driven research from data to human-verifiable research papers
Authors: Tal Ifargan, Lukas Hafner, Maor Kern, Ori Alcalay, Roy Kishony
Subjects: Other Quantitative Biology (q-bio.OT); Artificial Intelligence (cs.AI)
[527]  arXiv:2404.17598 (cross-list from cs.IR) [pdf, other]
Title: Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering
Authors: Hoin Jung, Hyunsoo Cho, Myungje Choi, Joowon Lee, Jung Ho Park, Myungjoo Kang
Comments: 7 pages, 6 figures
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Social and Information Networks (cs.SI)
[528]  arXiv:2404.17593 (cross-list from cs.DL) [pdf, other]
Title: A Continual Relation Extraction Approach for Knowledge Graph Completeness
Authors: Sefika Efeoglu
Comments: Published at TPDL 2022
Journal-ref: TPDL 2022: 26th International Conference on Theory and Practice of Digital Libraries, 20-23 September 2022, Padua, Italy
Subjects: Digital Libraries (cs.DL); Artificial Intelligence (cs.AI)
[529]  arXiv:2404.17591 (cross-list from cs.IR) [pdf, other]
Title: Large Language Models for Next Point-of-Interest Recommendation
Authors: Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[530]  arXiv:2404.17590 (cross-list from cs.IR) [pdf, other]
Title: Leveraging Intra-modal and Inter-modal Interaction for Multi-Modal Entity Alignment
Authors: Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[531]  arXiv:2404.17586 (cross-list from cs.HC) [pdf, ps, other]
Title: The Future of Scientific Publishing: Automated Article Generation
Authors: Jeremy R. Harper
Comments: Keywords: automated academic writing, Python code, software tool, article generation, natural language processing, scholarly publishing, code analysis, academic article automation, research dissemination, programming and publishing integration
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET)
[532]  arXiv:2404.17585 (cross-list from cs.HC) [pdf, other]
Title: NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
Authors: Cheol-Hui Lee, Hakseung Kim, Hyun-jee Han, Min-Kyung Jung, Byung C. Yoon, Dong-Joo Kim
Comments: 14 pages, 4 figures
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Signal Processing (eess.SP)
[533]  arXiv:2402.07415 (cross-list from cs.LG) [pdf, other]
Title: Context-aware Multi-Model Object Detection for Diversely Heterogeneous Compute Systems
Authors: Justin Davis, Mehmet E. Belviranli
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
[534]  arXiv:2308.07977 (cross-list from cs.CV) [pdf, other]
Title: Dynamic Attention-Guided Diffusion for Image Super-Resolution
Authors: Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
Comments: Brian B. Moser and Stanislav Frolov contributed equally
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[535]  arXiv:2305.04673 (cross-list from cs.CL) [pdf, other]
Title: PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models
Authors: Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
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