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Artificial Intelligence

Authors and titles for recent submissions

[ total of 467 entries: 1-467 ]
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Fri, 17 May 2024

[1]  arXiv:2405.10313 [pdf, other]
Title: How Far Are We From AGI
Authors: Tao Feng, Chuanyang Jin, Jingyu Liu, Kunlun Zhu, Haoqin Tu, Zirui Cheng, Guanyu Lin, Jiaxuan You
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY); Machine Learning (cs.LG)
[2]  arXiv:2405.10292 [pdf, other]
Title: Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
Authors: Yuexiang Zhai, Hao Bai, Zipeng Lin, Jiayi Pan, Shengbang Tong, Yifei Zhou, Alane Suhr, Saining Xie, Yann LeCun, Yi Ma, Sergey Levine
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[3]  arXiv:2405.09893 [pdf, ps, other]
Title: "Hunt Takes Hare": Theming Games Through Game-Word Vector Translation
Authors: Rabii Younès, Cook Michael
Comments: 7 pages, PCG Workshop at FDG 2024
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[4]  arXiv:2405.09875 [pdf, ps, other]
Title: Risk Management for Medical Devices via the Riskman Ontology & Shapes
Authors: Piotr Gorczyca, Dörthe Arndt, Martin Diller, Pascal Kettmann, Stephan Mennicke, Hannes Strass
Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[5]  arXiv:2405.09794 [pdf, other]
Title: Human-AI Safety: A Descendant of Generative AI and Control Systems Safety
Authors: Andrea Bajcsy, Jaime F. Fisac
Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Systems and Control (eess.SY)
[6]  arXiv:2405.09763 [pdf, other]
Title: Fusion Intelligence: Confluence of Natural and Artificial Intelligence for Enhanced Problem-Solving Efficiency
Authors: Rohan Reddy Kalavakonda (1), Junjun Huan (1), Peyman Dehghanzadeh (1), Archit Jaiswal (1), Soumyajit Mandal (2), Swarup Bhunia (1) ((1) Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, (2) Instrumentation Department, Brookhaven National Laboratory, Upton, NY)
Comments: 7 pages, 4 figures, 1 Table
Subjects: Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET); Multiagent Systems (cs.MA); Systems and Control (eess.SY)
[7]  arXiv:2405.09711 [pdf, other]
Title: STAR: A Benchmark for Situated Reasoning in Real-World Videos
Authors: Bo Wu, Shoubin Yu, Zhenfang Chen, Joshua B Tenenbaum, Chuang Gan
Comments: NeurIPS
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[8]  arXiv:2405.10315 (cross-list from cs.RO) [pdf, other]
Title: TRANSIC: Sim-to-Real Policy Transfer by Learning from Online Correction
Authors: Yunfan Jiang, Chen Wang, Ruohan Zhang, Jiajun Wu, Li Fei-Fei
Comments: Project website: this https URL
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[9]  arXiv:2405.10310 (cross-list from cs.LG) [pdf, other]
Title: Stochastic Q-learning for Large Discrete Action Spaces
Authors: Fares Fourati, Vaneet Aggarwal, Mohamed-Slim Alouini
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Performance (cs.PF); Robotics (cs.RO); Machine Learning (stat.ML)
[10]  arXiv:2405.10305 (cross-list from cs.CV) [pdf, other]
Title: 4D Panoptic Scene Graph Generation
Authors: Jingkang Yang, Jun Cen, Wenxuan Peng, Shuai Liu, Fangzhou Hong, Xiangtai Li, Kaiyang Zhou, Qifeng Chen, Ziwei Liu
Comments: Accepted as NeurIPS 2023. Code: this https URL Previous Series: PSG this https URL and PVSG this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[11]  arXiv:2405.10301 (cross-list from stat.ML) [pdf, other]
Title: Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees
Authors: Yu Gui, Ying Jin, Zhimei Ren
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[12]  arXiv:2405.10299 (cross-list from cs.LG) [pdf, other]
Title: HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
Authors: Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Jorg K.H. Franke, Frank Hutter
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[13]  arXiv:2405.10295 (cross-list from cs.CY) [pdf, ps, other]
Title: Societal Adaptation to Advanced AI
Authors: Jamie Bernardi, Gabriel Mukobi, Hilary Greaves, Lennart Heim, Markus Anderljung
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[14]  arXiv:2405.10288 (cross-list from cs.CL) [pdf, other]
Title: Timeline-based Sentence Decomposition with In-Context Learning for Temporal Fact Extraction
Authors: Jianhao Chen, Haoyuan Ouyang, Junyang Ren, Wentao Ding, Wei Hu, Yuzhong Qu
Comments: Accepted to ACL2024 main conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[15]  arXiv:2405.10286 (cross-list from cs.CV) [pdf, other]
Title: FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language models
Authors: Adrian Bulat, Yassine Ouali, Georgios Tzimiropoulos
Comments: Accepted at CVPR 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[16]  arXiv:2405.10272 (cross-list from cs.CV) [pdf, other]
Title: Faces that Speak: Jointly Synthesising Talking Face and Speech from Text
Authors: Youngjoon Jang, Ji-Hoon Kim, Junseok Ahn, Doyeop Kwak, Hong-Sun Yang, Yoon-Cheol Ju, Il-Hwan Kim, Byeong-Yeol Kim, Joon Son Chung
Comments: CVPR 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[17]  arXiv:2405.10271 (cross-list from cs.LG) [pdf, other]
Title: Automated Federated Learning via Informed Pruning
Authors: Christian Internò, Elena Raponi, Niki van Stein, Thomas Bäck, Markus Olhofer, Yaochu Jin, Barbara Hammer
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)
[18]  arXiv:2405.10262 (cross-list from cs.LG) [pdf, other]
Title: Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN Learning Over-Fitted Features
Authors: Junpeng Zhang, Qing Li, Liang Lin, Quanshi Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[19]  arXiv:2405.10260 (cross-list from cs.CL) [pdf, other]
Title: Keep It Private: Unsupervised Privatization of Online Text
Authors: Calvin Bao, Marine Carpuat
Comments: 17 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[20]  arXiv:2405.10218 (cross-list from cs.LG) [pdf, other]
Title: ENADPool: The Edge-Node Attention-based Differentiable Pooling for Graph Neural Networks
Authors: Zhehan Zhao, Lu Bai, Lixin Cui, Ming Li, Yue Wang, Lixiang Xu, Edwin R. Hancock
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[21]  arXiv:2405.10216 (cross-list from cs.LG) [pdf, other]
Title: Low-Rank Adaptation of Time Series Foundational Models for Out-of-Domain Modality Forecasting
Authors: Divij Gupta, Anubhav Bhatti, Suraj Parmar, Chen Dan, Yuwei Liu, Bingjie Shen, San Lee
Comments: 5 pages, 3 figures. This work has been submitted to the ACM for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Signal Processing (eess.SP)
[22]  arXiv:2405.10215 (cross-list from cs.LG) [pdf, other]
Title: SMLP: Symbolic Machine Learning Prover (User Manual)
Authors: Franz Brauße, Zurab Khasidashvili, Konstantin Korovin
Comments: arXiv admin note: text overlap with arXiv:2402.01415
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO); Symbolic Computation (cs.SC); Optimization and Control (math.OC)
[23]  arXiv:2405.10160 (cross-list from cs.CV) [pdf, other]
Title: PIR: Remote Sensing Image-Text Retrieval with Prior Instruction Representation Learning
Authors: Jiancheng Pan, Muyuan Ma, Qing Ma, Cong Bai, Shengyong Chen
Comments: 15 pages, 9 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[24]  arXiv:2405.10134 (cross-list from cs.RO) [pdf, other]
Title: Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention
Authors: Tobias Demmler, Andreas Tamke, Thao Dang, Karsten Haug, Lars Mikelsons
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[25]  arXiv:2405.10129 (cross-list from cs.CL) [pdf, other]
Title: StyloAI: Distinguishing AI-Generated Content with Stylometric Analysis
Authors: Chidimma Opara
Comments: 25th International Conference on Artificial on Artificial Intelligence in Education(AIED 2024)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[26]  arXiv:2405.10128 (cross-list from cs.CL) [pdf, other]
Title: Red Teaming Language Models for Contradictory Dialogues
Authors: Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen
Comments: 18 pages, 5 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[27]  arXiv:2405.10102 (cross-list from cs.NE) [pdf, other]
Title: A novel Reservoir Architecture for Periodic Time Series Prediction
Authors: Zhongju Yuan, Geraint Wiggins, Dick Botteldooren
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[28]  arXiv:2405.10093 (cross-list from cs.LG) [pdf, other]
Title: LaT-PFN: A Joint Embedding Predictive Architecture for In-context Time-series Forecasting
Authors: Stijn Verdenius, Andrea Zerio, Roy L.M. Wang
Comments: 9 pages plus references and appendix, 2 tables, 11 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[29]  arXiv:2405.10084 (cross-list from eess.AS) [pdf, other]
Title: Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
Authors: Manh Luong, Khai Nguyen, Nhat Ho, Reza Haf, Dinh Phung, Lizhen Qu
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Sound (cs.SD)
[30]  arXiv:2405.10082 (cross-list from cs.CV) [pdf, other]
Title: An Integrated Framework for Multi-Granular Explanation of Video Summarization
Authors: Konstantinos Tsigos, Evlampios Apostolidis, Vasileios Mezaris
Comments: Under review
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[31]  arXiv:2405.10075 (cross-list from cs.CV) [pdf, other]
Title: HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition
Authors: Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
Comments: Accepted by MICCAI2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[32]  arXiv:2405.10045 (cross-list from cs.DB) [pdf, other]
Title: Global Benchmark Database
Authors: Markus Iser, Christoph Jabs
Subjects: Databases (cs.DB); Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
[33]  arXiv:2405.10040 (cross-list from cs.CL) [pdf, other]
Title: SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation
Authors: Abhishek Divekar, Greg Durrett
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[34]  arXiv:2405.10027 (cross-list from cs.LG) [pdf, ps, other]
Title: The Real Price of Bandit Information in Multiclass Classification
Authors: Liad Erez, Alon Cohen, Tomer Koren, Yishay Mansour, Shay Moran
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[35]  arXiv:2405.10025 (cross-list from cs.CL) [pdf, other]
Title: Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models
Authors: Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng, Ruizhe Li
Comments: 14 pages, Accepted by ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[36]  arXiv:2405.09999 (cross-list from cs.LG) [pdf, other]
Title: Reward Centering
Authors: Abhishek Naik, Yi Wan, Manan Tomar, Richard S. Sutton
Comments: In Proceedings of RLC 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[37]  arXiv:2405.09990 (cross-list from eess.IV) [pdf, other]
Title: Histopathology Foundation Models Enable Accurate Ovarian Cancer Subtype Classification
Authors: Jack Breen, Katie Allen, Kieran Zucker, Lucy Godson, Nicolas M. Orsi, Nishant Ravikumar
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[38]  arXiv:2405.09980 (cross-list from cs.CL) [pdf, other]
Title: FinTextQA: A Dataset for Long-form Financial Question Answering
Authors: Jian Chen, Peilin Zhou, Yining Hua, Yingxin Loh, Kehui Chen, Ziyuan Li, Bing Zhu, Junwei Liang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[39]  arXiv:2405.09972 (cross-list from cs.LG) [pdf, other]
Title: Predicting Solar Heat Production to Optimize Renewable Energy Usage
Authors: Tatiana Boura, Natalia Koliou, George Meramveliotakis, Stasinos Konstantopoulos, George Kosmadakis
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[40]  arXiv:2405.09939 (cross-list from cs.CL) [pdf, other]
Title: SciQAG: A Framework for Auto-Generated Scientific Question Answering Dataset with Fine-grained Evaluation
Authors: Yuwei Wan, Aswathy Ajith, Yixuan Liu, Ke Lu, Clara Grazian, Bram Hoex, Wenjie Zhang, Chunyu Kit, Tong Xie, Ian Foster
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[41]  arXiv:2405.09935 (cross-list from cs.CL) [pdf, other]
Title: DEBATE: Devil's Advocate-Based Assessment and Text Evaluation
Authors: Alex Kim, Keonwoo Kim, Sangwon Yoon
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[42]  arXiv:2405.09934 (cross-list from cs.CV) [pdf, other]
Title: Detecting Domain Shift in Multiple Instance Learning for Digital Pathology Using Fréchet Domain Distance
Authors: Milda Pocevičiūtė, Gabriel Eilertsen, Stina Garvin, Claes Lundström
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[43]  arXiv:2405.09933 (cross-list from cs.CV) [pdf, other]
Title: MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection
Authors: Fengjie Wang, Chengming Liu, Lei Shi, Pang Haibo
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[44]  arXiv:2405.09909 (cross-list from cs.LG) [pdf, other]
Title: A Machine Learning Approach for Simultaneous Demapping of QAM and APSK Constellations
Authors: Arwin Gansekoele, Alexios Balatsoukas-Stimming, Tom Brusse, Mark Hoogendoorn, Sandjai Bhulai, Rob van der Mei
Comments: To appear in the ICMLCN 2024 proceedings
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Theory (cs.IT)
[45]  arXiv:2405.09902 (cross-list from cs.CV) [pdf, other]
Title: Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption
Authors: Arwin Gansekoele, Tycho Bot, Rob van der Mei, Sandjai Bhulai, Mark Hoogendoorn
Comments: Published in the WI-IAT 2023 proceedings
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[46]  arXiv:2405.09901 (cross-list from cs.SD) [pdf, other]
Title: Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
Authors: Ziyu Wang, Lejun Min, Gus Xia
Comments: Proceedings of the International Conference on Learning Representations (ICLR 2024)
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[47]  arXiv:2405.09886 (cross-list from cs.LG) [pdf, ps, other]
Title: MTLComb: multi-task learning combining regression and classification tasks for joint feature selection
Authors: Han Cao, Sivanesan Rajan, Bianka Hahn, Ersoy Kocak, Daniel Durstewitz, Emanuel Schwarz, Verena Schneider-Lindner
Comments: 33 pages, 3 figures, 5 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Biomolecules (q-bio.BM)
[48]  arXiv:2405.09882 (cross-list from cs.CV) [pdf, other]
Title: DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection
Authors: Yuhao Sun, Lingyun Yu, Hongtao Xie, Jiaming Li, Yongdong Zhang
Comments: 16 pages, 11 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[49]  arXiv:2405.09879 (cross-list from cs.CV) [pdf, other]
Title: Generative Unlearning for Any Identity
Authors: Juwon Seo, Sung-Hoon Lee, Tae-Young Lee, Seungjun Moon, Gyeong-Moon Park
Comments: 15 pages, 17 figures, 10 tables, CVPR 2024 Poster
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[50]  arXiv:2405.09878 (cross-list from cs.LG) [pdf, other]
Title: Hyperplane Arrangements and Fixed Points in Iterated PWL Neural Networks
Authors: Hans-Peter Beise
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[51]  arXiv:2405.09863 (cross-list from cs.CV) [pdf, other]
Title: Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks
Authors: Haonan An, Guang Hua, Zhiping Lin, Yuguang Fang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[52]  arXiv:2405.09857 (cross-list from cs.CL) [pdf, other]
Title: IGOT: Information Gain Optimized Tokenizer on Domain Adaptive Pretraining
Authors: Dawei Feng, Yihai Zhang, Zhixuan Xu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[53]  arXiv:2405.09848 (cross-list from cs.CL) [pdf, other]
Title: Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling
Authors: Guangmin Zheng, Jin Wang, Xiaobing Zhou, Xuejie Zhang
Comments: Accepted by LREC-COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[54]  arXiv:2405.09806 (cross-list from cs.CV) [pdf, other]
Title: MediSyn: Text-Guided Diffusion Models for Broad Medical 2D and 3D Image Synthesis
Authors: Joseph Cho, Cyril Zakka, Rohan Shad, Ross Wightman, Akshay Chaudhari, William Hiesinger
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[55]  arXiv:2405.09802 (cross-list from astro-ph.SR) [pdf, other]
Title: Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and LSTM Networks
Authors: Juyoung Yun, Jungmin Shin
Comments: submitted to SPAICE Conference 2024
Subjects: Solar and Stellar Astrophysics (astro-ph.SR); Earth and Planetary Astrophysics (astro-ph.EP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[56]  arXiv:2405.09798 (cross-list from cs.LG) [pdf, other]
Title: Many-Shot In-Context Learning in Multimodal Foundation Models
Authors: Yixing Jiang, Jeremy Irvin, Ji Hun Wang, Muhammad Ahmed Chaudhry, Jonathan H. Chen, Andrew Y. Ng
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[57]  arXiv:2405.09784 (cross-list from cs.LG) [pdf, other]
Title: Online bipartite matching with imperfect advice
Authors: Davin Choo, Themis Gouleakis, Chun Kai Ling, Arnab Bhattacharyya
Comments: Accepted into ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS); Machine Learning (stat.ML)
[58]  arXiv:2405.09783 (cross-list from cs.LG) [pdf, other]
Title: LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
Authors: Pingchuan Ma, Tsun-Hsuan Wang, Minghao Guo, Zhiqing Sun, Joshua B. Tenenbaum, Daniela Rus, Chuang Gan, Wojciech Matusik
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[59]  arXiv:2405.09781 (cross-list from cs.LG) [pdf, other]
Title: An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data
Authors: Navneet Singh, Shiva Raj Pokhrel
Comments: 2 pager extended abstract
Journal-ref: SIGCOMM 2024, Sydney Australia
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[60]  arXiv:2405.09770 (cross-list from cs.CL) [pdf, ps, other]
Title: Optimization Techniques for Sentiment Analysis Based on LLM (GPT-3)
Authors: Tong Zhan, Chenxi Shi, Yadong Shi, Huixiang Li, Yiyu Lin
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[61]  arXiv:2405.09765 (cross-list from cs.CL) [pdf, other]
Title: Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space
Authors: Seongmin Park, Kyungho Kim, Jaejin Seo, Jihwa Lee
Comments: ICASSP 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[62]  arXiv:2405.09744 (cross-list from cs.CL) [pdf, other]
Title: Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts
Authors: Ruolin Su, Biing-Hwang Juang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[63]  arXiv:2405.09719 (cross-list from cs.CL) [pdf, other]
Title: Spectral Editing of Activations for Large Language Model Alignment
Authors: Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[64]  arXiv:2405.09713 (cross-list from cs.CV) [pdf, other]
Title: SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge
Authors: Andong Wang, Bo Wu, Sunli Chen, Zhenfang Chen, Haotian Guan, Wei-Ning Lee, Li Erran Li, Joshua B Tenenbaum, Chuang Gan
Comments: CVPR
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[65]  arXiv:2405.09708 (cross-list from cs.RO) [pdf, ps, other]
Title: No More Mumbles: Enhancing Robot Intelligibility through Speech Adaptation
Authors: Qiaoqiao Ren, Yuanbo Hou, Dick Botteldooren, Tony Belpaeme
Comments: IEEE Robotics and Automation Letters (IEEE RAL)
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computation (stat.CO)
[66]  arXiv:2405.09691 (cross-list from cs.HC) [pdf, ps, other]
Title: Modeling User Preferences via Brain-Computer Interfacing
Authors: Luis A. Leiva, Javier Ttraver, Alexandra Kawala-Sterniuk, Tuukka Ruotsalo
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[67]  arXiv:2405.09689 (cross-list from cs.LG) [pdf, other]
Title: Generalized Holographic Reduced Representations
Authors: Calvin Yeung, Zhuowen Zou, Mohsen Imani
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Symbolic Computation (cs.SC)
[68]  arXiv:2405.09688 (cross-list from cs.NE) [pdf, ps, other]
Title: From Local to Global Order: A Theory of Neural Synaptic Balance
Authors: Pierre Baldi, Alireza Rahmansetayesh
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[69]  arXiv:2405.09679 (cross-list from cs.CL) [pdf, other]
Title: Simulating Policy Impacts: Developing a Generative Scenario Writing Method to Evaluate the Perceived Effects of Regulation
Authors: Julia Barnett, Kimon Kieslich, Nicholas Diakopoulos
Comments: Currently under review. 10 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[70]  arXiv:2405.09673 (cross-list from cs.LG) [pdf, other]
Title: LoRA Learns Less and Forgets Less
Authors: Dan Biderman, Jose Gonzalez Ortiz, Jacob Portes, Mansheej Paul, Philip Greengard, Connor Jennings, Daniel King, Sam Havens, Vitaliy Chiley, Jonathan Frankle, Cody Blakeney, John P. Cunningham
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[71]  arXiv:2405.09657 (cross-list from cs.SE) [pdf, other]
Title: Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach
Authors: Hajer Mhalla, Mohamed Aymen Saied
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[72]  arXiv:2405.09637 (cross-list from cs.NE) [pdf, other]
Title: CLASSP: a Biologically-Inspired Approach to Continual Learning through Adjustment Suppression and Sparsity Promotion
Authors: Oswaldo Ludwig
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[73]  arXiv:2405.09605 (cross-list from cs.CL) [pdf, other]
Title: Elements of World Knowledge (EWOK): A cognition-inspired framework for evaluating basic world knowledge in language models
Authors: Anna A. Ivanova, Aalok Sathe, Benjamin Lipkin, Unnathi Kumar, Setayesh Radkani, Thomas H. Clark, Carina Kauf, Jennifer Hu, R.T. Pramod, Gabriel Grand, Vivian Paulun, Maria Ryskina, Ekin Akyurek, Ethan Wilcox, Nafisa Rashid, Leshem Choshen, Roger Levy, Evelina Fedorenko, Joshua Tenenbaum, Jacob Andreas
Comments: 21 pages (11 main), 7 figures. Authors Anna Ivanova, Aalok Sathe, Benjamin Lipkin contributed equally
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[74]  arXiv:2405.09602 (cross-list from cs.LG) [pdf, other]
Title: Improving Label Error Detection and Elimination with Uncertainty Quantification
Authors: Johannes Jakubik, Michael Vössing, Manil Maskey, Christopher Wölfle, Gerhard Satzger
Comments: Under single blinded review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[75]  arXiv:2405.09600 (cross-list from cs.LG) [pdf, other]
Title: Aggregate Representation Measure for Predictive Model Reusability
Authors: Vishwesh Sangarya, Richard Bradford, Jung-Eun Kim
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Computers and Society (cs.CY)
[76]  arXiv:2405.09598 (cross-list from cs.LG) [pdf, other]
Title: Properties that allow or prohibit transferability of adversarial attacks among quantized networks
Authors: Abhishek Shrestha, Jürgen Großmann
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[77]  arXiv:2405.09597 (cross-list from cs.LG) [pdf, ps, other]
Title: When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI
Authors: Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Mike Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[78]  arXiv:2405.09596 (cross-list from cs.LG) [pdf, other]
Title: Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM)
Authors: Nicolas Drapier, Aladine Chetouani, Aurélien Chateigner
Comments: 22 pages, 14 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME)
[79]  arXiv:2405.09595 (cross-list from q-bio.OT) [pdf, other]
Title: Simplicity within biological complexity
Authors: Natasa Przulj, Noel Malod-Dognin
Comments: 29 pages, 4 figures
Subjects: Other Quantitative Biology (q-bio.OT); Artificial Intelligence (cs.AI)
[80]  arXiv:2405.09593 (cross-list from cs.DB) [pdf, other]
Title: SQL-to-Schema Enhances Schema Linking in Text-to-SQL
Authors: Sun Yang, Qiong Su, Zhishuai Li, Ziyue Li, Hangyu Mao, Chenxi Liu, Rui Zhao
Subjects: Databases (cs.DB); Artificial Intelligence (cs.AI)
[81]  arXiv:2405.09592 (cross-list from cs.LG) [pdf, other]
Title: A Survey of Generative Techniques for Spatial-Temporal Data Mining
Authors: Qianru Zhang, Haixin Wang, Cheng Long, Liangcai Su, Xingwei He, Jianlong Chang, Tailin Wu, Hongzhi Yin, Siu-Ming Yiu, Qi Tian, Christian S. Jensen
Comments: 19 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[82]  arXiv:2405.09591 (cross-list from cs.LG) [pdf, other]
Title: A Comprehensive Survey on Data Augmentation
Authors: Zaitian Wang, Pengfei Wang, Kunpeng Liu, Pengyang Wang, Yanjie Fu, Chang-Tien Lu, Charu C. Aggarwal, Jian Pei, Yuanchun Zhou
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[83]  arXiv:2405.09589 (cross-list from cs.LG) [pdf, other]
Title: Unveiling Hallucination in Text, Image, Video, and Audio Foundation Models: A Comprehensive Review
Authors: Pranab Sahoo, Prabhash Meharia, Akash Ghosh, Sriparna Saha, Vinija Jain, Aman Chadha
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[84]  arXiv:2405.09588 (cross-list from cs.CV) [pdf, ps, other]
Title: Training Deep Learning Models with Hybrid Datasets for Robust Automatic Target Detection on real SAR images
Authors: Benjamin Camus, Théo Voillemin, Corentin Le Barbu, Jean-Christophe Louvigné (DGA.MI), Carole Belloni (DGA.MI), Emmanuel Vallée (DGA.MI)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Signal Processing (eess.SP)
[85]  arXiv:2405.09586 (cross-list from eess.IV) [pdf, other]
Title: Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation
Authors: Kang Liu, Zhuoqi Ma, Mengmeng Liu, Zhicheng Jiao, Xiaolu Kang, Qiguang Miao, Kun Xie
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[86]  arXiv:2405.09585 (cross-list from cs.LG) [pdf, other]
Title: An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding
Authors: Renqi Chen, Wenwei Han, Haohao Zhang, Haoyang Su, Zhefan Wang, Xiaolei Liu, Hao Jiang, Wanli Ouyang, Nanqing Dong
Comments: Accepted by IJCAI2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[87]  arXiv:2405.09580 (cross-list from cs.LG) [pdf, ps, other]
Title: Error-margin Analysis for Hidden Neuron Activation Labels
Authors: Abhilekha Dalal, Rushrukh Rayan, Pascal Hitzler
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[88]  arXiv:2405.09572 (cross-list from eess.SP) [pdf, other]
Title: Deep Neural Operator Enabled Digital Twin Modeling for Additive Manufacturing
Authors: Ning Liu, Xuxiao Li, Manoj R. Rajanna, Edward W. Reutzel, Brady Sawyer, Prahalada Rao, Jim Lua, Nam Phan, Yue Yu
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI)
[89]  arXiv:2405.09567 (cross-list from eess.SP) [pdf, ps, other]
Title: ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
Authors: Nathan T. Riek, Murat Akcakaya, Zeineb Bouzid, Tanmay Gokhale, Stephanie Helman, Karina Kraevsky-Philips, Rui Qi Ji, Ervin Sejdic, Jessica K. Zègre-Hemsey, Christian Martin-Gill, Clifton W. Callaway, Samir Saba, Salah Al-Zaiti
Comments: 7 pages, 7 figures, 5 tables
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[90]  arXiv:2405.09563 (cross-list from eess.SP) [pdf, other]
Title: Stressor Type Matters! -- Exploring Factors Influencing Cross-Dataset Generalizability of Physiological Stress Detection
Authors: Pooja Prajod, Bhargavi Mahesh, Elisabeth André
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[91]  arXiv:2405.09561 (cross-list from eess.SP) [pdf, ps, other]
Title: GAD: A Real-time Gait Anomaly Detection System with Online Adaptive Learning
Authors: Ming-Chang Lee, Jia-Chun Lin, Sokratis Katsikas
Comments: 14 pages, 8 figures, 3 tables, ICT Systems Security and Privacy Protection 39th IFIP TC 11 International Conference, SEC 2024, Edinburgh, UK, June 12-14, 2024, Proceedings (IFIP SEC2024)
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[92]  arXiv:2405.09556 (cross-list from eess.SP) [pdf, other]
Title: Co-learning-aided Multi-modal-deep-learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver
Authors: Jiatong Bai, Feng Shu, Qinghe Zheng, Bo Xu, Baihua Shi, Yiwen Chen, Weibin Zhang, Xianpeng Wang
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Information Theory (cs.IT)
[93]  arXiv:2405.09553 (cross-list from eess.IV) [pdf, ps, other]
Title: Computer aided diagnosis system for Alzheimers disease using principal component analysis and machine learning based approaches
Authors: Lilia Lazli
Comments: Accepted for CIBB 2021: The 17th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI)
[94]  arXiv:2405.09552 (cross-list from eess.IV) [pdf, other]
Title: ODFormer: Semantic Fundus Image Segmentation Using Transformer for Optic Nerve Head Detection
Authors: Jiayi Wang, Yi-An Mao, Xiaoyu Ma, Sicen Guo, Yuting Shao, Xiao Lv, Wenting Han, Mark Christopher, Linda M. Zangwill, Yanlong Bi, Rui Fan
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[95]  arXiv:2405.09550 (cross-list from cs.CV) [pdf, other]
Title: Mask-based Invisible Backdoor Attacks on Object Detection
Authors: Shin Jeong Jin
Comments: 7 pages, 3 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[96]  arXiv:2405.09549 (cross-list from eess.IV) [pdf, other]
Title: Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)
Authors: Robbie Holland, Rebecca Kaye, Ahmed M. Hagag, Oliver Leingang, Thomas R. P. Taylor, Hrvoje Bogunović, Ursula Schmidt-Erfurth, Hendrik P. N. Scholl, Daniel Rueckert, Andrew J. Lotery, Sobha Sivaprasad, Martin J. Menten
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI)
[97]  arXiv:2405.07393 (cross-list from cs.LG) [pdf, other]
Title: Intrinsic Fairness-Accuracy Tradeoffs under Equalized Odds
Authors: Meiyu Zhong, Ravi Tandon
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Theory (cs.IT)
[98]  arXiv:2404.05388 (cross-list from cs.SE) [pdf, other]
Title: An AI System Evaluation Framework for Advancing AI Safety: Terminology, Taxonomy, Lifecycle Mapping
Authors: Boming Xia, Qinghua Lu, Liming Zhu, Zhenchang Xing
Comments: 1st ACM International Conference on AI-powered Software (AIware)
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)

Thu, 16 May 2024

[99]  arXiv:2405.09521 [pdf, other]
Title: Towards a fully declarative neuro-symbolic language
Authors: Tilman Hinnerichs, Robin Manhaeve, Giuseppe Marra, Sebastijan Dumancic
Subjects: Artificial Intelligence (cs.AI)
[100]  arXiv:2405.09415 [pdf, ps, other]
Title: On the Correspondence of Non-flat Assumption-based Argumentation and Logic Programming with Negation as Failure in the Head
Authors: Anna Rapberger, Markus Ulbricht, Francesca Toni
Subjects: Artificial Intelligence (cs.AI)
[101]  arXiv:2405.09292 [pdf, other]
Title: Attribute reduction algorithm of rough sets based on spatial optimization
Authors: Xuchang Guo, Houbiao Li
Comments: 7 pages, 2 figures, 1 table
Subjects: Artificial Intelligence (cs.AI)
[102]  arXiv:2405.09190 [pdf, other]
Title: Advancing Explainable AI with Causal Analysis in Large-Scale Fuzzy Cognitive Maps
Authors: Marios Tyrovolas, Nikolaos D. Kallimanis, Chrysostomos Stylios
Comments: 6 pages, 4 figures
Subjects: Artificial Intelligence (cs.AI)
[103]  arXiv:2405.08989 [pdf, ps, other]
Title: What is it for a Machine Learning Model to Have a Capability?
Authors: Jacqueline Harding, Nathaniel Sharadin
Comments: forthcoming in the British Journal for the Philosophy of Science (BJPS)
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[104]  arXiv:2405.09545 (cross-list from cs.ET) [pdf, other]
Title: Intrinsic Voltage Offsets in Memcapacitive Bio-Membranes Enable High-Performance Physical Reservoir Computing
Authors: Ahmed S. Mohamed, Anurag Dhungel, Md Sakib Hasan, Joseph S. Najem
Comments: Supplementary Information is included under the main text
Subjects: Emerging Technologies (cs.ET); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[105]  arXiv:2405.09543 (cross-list from cs.CY) [pdf, other]
Title: Algorithmic Fairness: A Tolerance Perspective
Authors: Renqiang Luo, Tao Tang, Feng Xia, Jiaying Liu, Chengpei Xu, Leo Yu Zhang, Wei Xiang, Chengqi Zhang
Comments: 33 pages, 4 figures
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[106]  arXiv:2405.09529 (cross-list from cs.CY) [pdf, ps, other]
Title: Artificial Intelligence for the Internal Democracy of Political Parties
Authors: Claudio Novelli, Giuliano Formisano, Prathm Juneja, Giulia Sandri, Luciano Floridi
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Databases (cs.DB); Machine Learning (cs.LG); Social and Information Networks (cs.SI)
[107]  arXiv:2405.09528 (cross-list from eess.SP) [pdf, other]
Title: Energy-Efficient Sleep Mode Optimization of 5G mmWave Networks Using Deep Contextual MAB
Authors: Saad Masrur, Ismail Guvenc, David Lopez-Perez
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI)
[108]  arXiv:2405.09507 (cross-list from cs.CL) [pdf, other]
Title: QueryNER: Segmentation of E-commerce Queries
Authors: Chester Palen-Michel, Lizzie Liang, Zhe Wu, Constantine Lignos
Comments: Accepted to LREC-COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[109]  arXiv:2405.09496 (cross-list from cs.CL) [pdf, other]
Title: ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages using Wikidata
Authors: Jonne Sälevä, Constantine Lignos
Comments: Accepted to LREC-COLING 2024. arXiv admin note: text overlap with arXiv:2202.14035
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[110]  arXiv:2405.09477 (cross-list from cs.LG) [pdf, other]
Title: Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task
Authors: Shurong Wang, Yufei Zhang, Xuliang Huang, Hongwei Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[111]  arXiv:2405.09459 (cross-list from cs.CV) [pdf, other]
Title: Fourier Boundary Features Network with Wider Catchers for Glass Segmentation
Authors: Xiaolin Qin, Jiacen Liu, Qianlei Wang, Shaolin Zhang, Fei Zhu, Zhang Yi
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[112]  arXiv:2405.09444 (cross-list from cs.CY) [pdf, other]
Title: Desk-AId: Humanitarian Aid Desk Assessment with Geospatial AI for Predicting Landmine Areas
Authors: Flavio Cirillo, Gürkan Solmaz, Yi-Hsuan Peng, Christian Bizer, Martin Jebens
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI)
[113]  arXiv:2405.09439 (cross-list from cs.CL) [pdf, other]
Title: Facilitating Opinion Diversity through Hybrid NLP Approaches
Authors: Michiel van der Meer
Comments: Accepted at NAACL 2024, Student Research Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[114]  arXiv:2405.09396 (cross-list from cs.FL) [pdf, ps, other]
Title: $O_2$ is a multiple context-free grammar: an implementation-, formalisation-friendly proof
Authors: Marco B. Caminati
Comments: dlt 2024
Subjects: Formal Languages and Automata Theory (cs.FL); Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO); Logic (math.LO)
[115]  arXiv:2405.09395 (cross-list from q-bio.NC) [pdf, other]
Title: Matching domain experts by training from scratch on domain knowledge
Authors: Xiaoliang Luo, Guangzhi Sun, Bradley C. Love
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[116]  arXiv:2405.09355 (cross-list from cs.CV) [pdf, other]
Title: Vision-Based Neurosurgical Guidance: Unsupervised Localization and Camera-Pose Prediction
Authors: Gary Sarwin, Alessandro Carretta, Victor Staartjes, Matteo Zoli, Diego Mazzatenta, Luca Regli, Carlo Serra, Ender Konukoglu
Comments: Early Accept at MICCAI 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[117]  arXiv:2405.09341 (cross-list from cs.CL) [pdf, other]
Title: Large Language Model Bias Mitigation from the Perspective of Knowledge Editing
Authors: Ruizhe Chen, Yichen Li, Zikai Xiao, Zuozhu Liu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[118]  arXiv:2405.09334 (cross-list from cs.CV) [pdf, other]
Title: Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study
Authors: Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga
Comments: 23 pages, 9 Figures, 13 Tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[119]  arXiv:2405.09321 (cross-list from cs.CV) [pdf, other]
Title: ReconBoost: Boosting Can Achieve Modality Reconcilement
Authors: Cong Hua, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang
Comments: This paper has been accepted by ICML2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM)
[120]  arXiv:2405.09308 (cross-list from cs.LG) [pdf, other]
Title: TimeX++: Learning Time-Series Explanations with Information Bottleneck
Authors: Zichuan Liu, Tianchun Wang, Jimeng Shi, Xu Zheng, Zhuomin Chen, Lei Song, Wenqian Dong, Jayantha Obeysekera, Farhad Shirani, Dongsheng Luo
Comments: Accepted by International Conference on Machine Learning (ICML 2024)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[121]  arXiv:2405.09300 (cross-list from cs.CL) [pdf, other]
Title: Comparing the Efficacy of GPT-4 and Chat-GPT in Mental Health Care: A Blind Assessment of Large Language Models for Psychological Support
Authors: Birger Moell
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[122]  arXiv:2405.09293 (cross-list from cs.CL) [pdf, other]
Title: Do language models capture implied discourse meanings? An investigation with exhaustivity implicatures of Korean morphology
Authors: Hagyeong Shin, Sean Trott
Comments: Proceedings of the Society for Computation in Linguistics (SCiL) 2024, Association for Computational Linguistics (ACL) Anthology
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[123]  arXiv:2405.09291 (cross-list from cs.CV) [pdf, other]
Title: Sensitivity Decouple Learning for Image Compression Artifacts Reduction
Authors: Li Ma, Yifan Zhao, Peixi Peng, Yonghong Tian
Comments: Accepted by Transactions on Image Processing
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)
[124]  arXiv:2405.09279 (cross-list from cs.CL) [pdf, other]
Title: Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection
Authors: Dylan Phelps, Thomas Pickard, Maggie Mi, Edward Gow-Smith, Aline Villavicencio
Comments: Presented at the MWE-UD Workshop at LREC-COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[125]  arXiv:2405.09276 (cross-list from cs.LG) [pdf, other]
Title: Dual-Segment Clustering Strategy for Federated Learning in Heterogeneous Environments
Authors: Pengcheng Sun, Erwu Liu, Wei Ni, Kanglei Yu, Rui Wang, Abbas Jamalipour
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[126]  arXiv:2405.09266 (cross-list from cs.CV) [pdf, other]
Title: Dance Any Beat: Blending Beats with Visuals in Dance Video Generation
Authors: Xuanchen Wang, Heng Wang, Dongnan Liu, Weidong Cai
Comments: 11 pages, 6 figures, demo page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[127]  arXiv:2405.09224 (cross-list from cs.SD) [pdf, other]
Title: Perception-Inspired Graph Convolution for Music Understanding Tasks
Authors: Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
Comments: Accepted at the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24)
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[128]  arXiv:2405.09223 (cross-list from cs.CL) [pdf, other]
Title: Word Alignment as Preference for Machine Translation
Authors: Qiyu Wu, Masaaki Nagata, Zhongtao Miao, Yoshimasa Tsuruoka
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[129]  arXiv:2405.09221 (cross-list from cs.CL) [pdf, ps, other]
Title: Bridging the gap in online hate speech detection: a comparative analysis of BERT and traditional models for homophobic content identification on X/Twitter
Authors: Josh McGiff, Nikola S. Nikolov
Comments: 6 pages, Homophobia detection model available at: this https URL The dataset used for this study is available at: this https URL - This paper has been accepted by the 6th International Conference on Computing and Data Science (CONF-CDS 2024)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[130]  arXiv:2405.09220 (cross-list from cs.LG) [pdf, other]
Title: ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models
Authors: Siwei Wang, Yifei Shen, Shi Feng, Haoran Sun, Shang-Hua Teng, Wei Chen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[131]  arXiv:2405.09215 (cross-list from cs.CV) [pdf, other]
Title: Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model
Authors: Wanting Xu, Yang Liu, Langping He, Xucheng Huang, Ling Jiang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[132]  arXiv:2405.09125 (cross-list from cs.CV) [pdf, other]
Title: HAAP: Vision-context Hierarchical Attention Autoregressive with Adaptive Permutation for Scene Text Recognition
Authors: Honghui Chen, Yuhang Qiu, Jiabao Wang, Pingping Chen, Nam Ling
Comments: 12 pages, 10 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[133]  arXiv:2405.09118 (cross-list from cs.RO) [pdf, other]
Title: BonnBot-I Plus: A Bio-diversity Aware Precise Weed Management Robotic Platform
Authors: Alireza Ahmadi, Michael Halstead, Claus Smitt, Chris McCool
Journal-ref: IEEE Robotics and Automation Letters 2024
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[134]  arXiv:2405.09111 (cross-list from cs.RO) [pdf, other]
Title: CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving
Authors: Dechen Gao, Shuangyu Cai, Hanchu Zhou, Hang Wang, Iman Soltani, Junshan Zhang
Comments: Dechen Gao, Shuangyu Cai, Hanchu Zhou, Hang Wang contributed equally
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[135]  arXiv:2405.09109 (cross-list from cs.RO) [pdf, other]
Title: Motion Prediction with Gaussian Processes for Safe Human-Robot Interaction in Virtual Environments
Authors: Stanley Mugisha, Vamsi Krishna Guda, Christine Chevallereau, Damien Chablat, Matteo Zoppi
Comments: 17 pages
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[136]  arXiv:2405.09086 (cross-list from cs.LG) [pdf, other]
Title: Chaos-based reinforcement learning with TD3
Authors: Toshitaka Matsuki, Yusuke Sakemi, Kazuyuki Aihara
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[137]  arXiv:2405.09081 (cross-list from cs.RO) [pdf, ps, other]
Title: Explainable AI for Ship Collision Avoidance: Decoding Decision-Making Processes and Behavioral Intentions
Authors: Hitoshi Yoshioka, Hirotada Hashimoto
Comments: 24 pases and 15 figures. If the program is needed, please contuct us
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[138]  arXiv:2405.09056 (cross-list from cs.CV) [pdf, other]
Title: CTS: A Consistency-Based Medical Image Segmentation Model
Authors: Kejia Zhang, Lan Zhang, Haiwei Pan, Baolong Yu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[139]  arXiv:2405.09049 (cross-list from cs.LG) [pdf, other]
Title: Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics as Scene Representation for Efficient Active Learning in Autonomous Driving
Authors: Ross Greer, Mohan Trivedi
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
[140]  arXiv:2405.09037 (cross-list from cs.LG) [pdf, other]
Title: Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning
Authors: Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite, Jingyu Liu, Vince Calhoun, Sergey Plis
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[141]  arXiv:2405.08965 (cross-list from cs.PL) [pdf, other]
Title: LLMs are Meaning-Typed Code Constructs
Authors: Jason Mars, Yiping Kang, Jayanaka Dantanarayana, Chandra Irugalbandara, Kugesan Sivasothynathan, Lingjia Tang
Subjects: Programming Languages (cs.PL); Artificial Intelligence (cs.AI)
[142]  arXiv:2405.08961 (cross-list from cs.CV) [pdf, other]
Title: Bird's-Eye View to Street-View: A Survey
Authors: Khawlah Bajbaa, Muhammad Usman, Saeed Anwar, Ibrahim Radwan, Abdul Bais
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[143]  arXiv:2405.08944 (cross-list from cs.LG) [pdf, other]
Title: Challenges in Deploying Long-Context Transformers: A Theoretical Peak Performance Analysis
Authors: Yao Fu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[144]  arXiv:2405.08932 (cross-list from cs.CV) [pdf, other]
Title: Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis
Authors: Alexandre Englebert, Anne-Sophie Collin, Olivier Cornu, Christophe De Vleeschouwer
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[145]  arXiv:2405.08888 (cross-list from cs.CL) [pdf, other]
Title: Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language
Authors: Jan Kaiser, Annika Eichler, Anne Lauscher
Comments: 22 pages, 5 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Accelerator Physics (physics.acc-ph)
[146]  arXiv:2405.08852 (cross-list from cs.LG) [pdf, other]
Title: A Click-Through Rate Prediction Method Based on Cross-Importance of Multi-Order Features
Authors: Hao Wang, Nao Li
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[147]  arXiv:2405.08848 (cross-list from cs.SE) [pdf, other]
Title: Automated Repair of AI Code with Large Language Models and Formal Verification
Authors: Yiannis Charalambous, Edoardo Manino, Lucas C. Cordeiro
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[148]  arXiv:2405.08843 (cross-list from cs.LG) [pdf, other]
Title: FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning
Authors: Duc Thinh Ngo (STACK), Kandaraj Piamrat (LS2N, STACK), Ons Aouedi, Thomas Hassan, Philippe Raipin-Parvédy
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Networking and Internet Architecture (cs.NI)
[149]  arXiv:2405.08842 (cross-list from cs.LG) [pdf, other]
Title: Automated Deep Learning for Load Forecasting
Authors: Julie Keisler (CRIStAL, EDF R\&D OSIRIS, EDF R\&D), Sandra Claudel, Gilles Cabriel, Margaux Brégère
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[150]  arXiv:2405.08839 (cross-list from cs.DB) [pdf, other]
Title: PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs
Authors: Satya K Gundabathula, Sriram R Kolar
Comments: Accepted as a poster for Clinical NLP workshop at NAACL 2024
Subjects: Databases (cs.DB); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[151]  arXiv:2405.08838 (cross-list from cs.SD) [pdf, other]
Title: PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset
Authors: Yang Hou, Haitao Fu, Chuankai Chen, Zida Li, Haoyu Zhang, Jianjun Zhao
Comments: 13 page, 4 figures
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[152]  arXiv:2405.08834 (cross-list from cs.LG) [pdf, other]
Title: Adversarial Machine Learning Threats to Spacecraft
Authors: Rajiv Thummala, Shristi Sharma, Matteo Calabrese, Gregory Falco
Comments: Preprint
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)

Wed, 15 May 2024

[153]  arXiv:2405.08131 [pdf, other]
Title: When factorization meets argumentation: towards argumentative explanations
Authors: Jinfeng Zhong, Elsa Negre
Comments: arXiv admin note: substantial text overlap with arXiv:2310.16157
Subjects: Artificial Intelligence (cs.AI)
[154]  arXiv:2405.08792 (cross-list from cs.LG) [pdf, other]
Title: Towards Enhanced RAC Accessibility: Leveraging Datasets and LLMs
Authors: Edison Jair Bejarano Sepulveda, Nicolai Potes Hector, Santiago Pineda Montoya, Felipe Ivan Rodriguez, Jaime Enrique Orduy, Alec Rosales Cabezas, Danny Traslaviña Navarrete, Sergio Madrid Farfan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[155]  arXiv:2405.08790 (cross-list from eess.SP) [pdf, other]
Title: Kolmogorov-Arnold Networks (KANs) for Time Series Analysis
Authors: Cristian J. Vaca-Rubio, Luis Blanco, Roberto Pereira, Màrius Caus
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[156]  arXiv:2405.08780 (cross-list from cs.CV) [pdf, ps, other]
Title: Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling
Authors: Gregory Holste, Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan, Sarah H. Van Tassel, Kyle Kovacs, Emily Y. Chew, Zhiyong Lu, Zhangyang Wang, Yifan Peng
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[157]  arXiv:2405.08768 (cross-list from cs.CV) [pdf, other]
Title: EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training
Authors: Yulin Wang, Yang Yue, Rui Lu, Yizeng Han, Shiji Song, Gao Huang
Comments: Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Journal version of arXiv:2211.09703 (ICCV 2023). Code is available at: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[158]  arXiv:2405.08760 (cross-list from cs.CL) [pdf, other]
Title: Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Intent Resolution in LLMs
Authors: Akhila Yerukola, Saujas Vaduguru, Daniel Fried, Maarten Sap
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[159]  arXiv:2405.08755 (cross-list from cs.CR) [pdf, other]
Title: Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach
Authors: Syed Mhamudul Hasan, Alaa M. Alotaibi, Sajedul Talukder, Abdur R. Shahid
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[160]  arXiv:2405.08729 (cross-list from cs.CL) [pdf, other]
Title: Targeted Augmentation for Low-Resource Event Extraction
Authors: Sijia Wang, Lifu Huang
Comments: 15 pages, NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[161]  arXiv:2405.08726 (cross-list from cs.RO) [pdf, other]
Title: I-CTRL: Imitation to Control Humanoid Robots Through Constrained Reinforcement Learning
Authors: Yashuai Yan, Esteve Valls Mascaro, Tobias Egle, Dongheui Lee
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[162]  arXiv:2405.08717 (cross-list from cs.CV) [pdf, other]
Title: How Much You Ate? Food Portion Estimation on Spoons
Authors: Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[163]  arXiv:2405.08681 (cross-list from cs.CV) [pdf, other]
Title: Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis
Authors: Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong hu, Yiyu Shi
Comments: 13 pages, 3 figures, early accepted by International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[164]  arXiv:2405.08679 (cross-list from cs.SD) [pdf, other]
Title: Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning
Authors: Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters
Comments: Self-supervision in Audio, Speech and Beyond workshop, IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[165]  arXiv:2405.08674 (cross-list from cs.LG) [pdf, other]
Title: Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models
Authors: Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[166]  arXiv:2405.08668 (cross-list from cs.CV) [pdf, other]
Title: Promoting AI Equity in Science: Generalized Domain Prompt Learning for Accessible VLM Research
Authors: Qinglong Cao, Yuntian Chen, Lu Lu, Hao Sun, Zhenzhong Zeng, Xiaokang Yang, Dongxiao Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Applications (stat.AP)
[167]  arXiv:2405.08658 (cross-list from eess.IV) [pdf, other]
Title: Beyond the Black Box: Do More Complex Models Provide Superior XAI Explanations?
Authors: Mateusz Cedro, Marcin Chlebus
Comments: 15 pages, 9 figures, 5 tables
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[168]  arXiv:2405.08655 (cross-list from cs.RO) [pdf, other]
Title: A Distributed Approach to Autonomous Intersection Management via Multi-Agent Reinforcement Learning
Authors: Matteo Cederle, Marco Fabris, Gian Antonio Susto
Comments: 15 pages, 2 figures, submitted to Agents in Traffic and Transportation (ATT2024)
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[169]  arXiv:2405.08654 (cross-list from cs.LG) [pdf, other]
Title: Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring
Authors: Khoi Tran Dang, Kevin Delmas, Jérémie Guiochet, Joris Guérin
Comments: 13 pages, 5 figures, 6 tables. To appear in the proceedings of the 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[170]  arXiv:2405.08644 (cross-list from cs.CL) [pdf, other]
Title: Thinking Tokens for Language Modeling
Authors: David Herel, Tomas Mikolov
Comments: AITP 2023 (May 10, 2023)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[171]  arXiv:2405.08604 (cross-list from cs.LG) [pdf, other]
Title: Towards Geometry-Aware Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization
Authors: Yongfan Lu, Zixiang Di, Bingdong Li, Shengcai Liu, Hong Qian, Peng Yang, Ke Tang, Aimin Zhou
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[172]  arXiv:2405.08587 (cross-list from cs.CV) [pdf, other]
Title: EchoTracker: Advancing Myocardial Point Tracking in Echocardiography
Authors: Md Abulkalam Azad, Artem Chernyshov, John Nyberg, Ingrid Tveten, Lasse Lovstakken, Håvard Dalen, Bjørnar Grenne, Andreas Østvik
Comments: Submitted version that got provisionally (early) accepted (top 11%) to MICCAI2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[173]  arXiv:2405.08576 (cross-list from cs.RO) [pdf, other]
Title: Hearing Touch: Audio-Visual Pretraining for Contact-Rich Manipulation
Authors: Jared Mejia, Victoria Dean, Tess Hellebrekers, Abhinav Gupta
Comments: Accepted to ICRA 2024
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[174]  arXiv:2405.08540 (cross-list from cs.LG) [pdf, other]
Title: Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization
Authors: Rui Li, Chaozhuo Li, Yanming Shen, Zeyu Zhang, Xu Chen
Comments: Accepted by ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[175]  arXiv:2405.08528 (cross-list from cs.SE) [pdf, other]
Title: From Internet of Things Data to Business Processes: Challenges and a Framework
Authors: Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin, Joscha Grüger, Yusuf Kirikkayis, Florian Gallik, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Marco Franceschetti, Barbara Weber, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio, Manfred Reichert
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[176]  arXiv:2405.08510 (cross-list from cs.NE) [pdf, other]
Title: Growing Artificial Neural Networks for Control: the Role of Neuronal Diversity
Authors: Eleni Nisioti, Erwan Plantec, Milton Montero, Joachim Winther Pedersen, Sebastian Risi
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[177]  arXiv:2405.08483 (cross-list from cs.CV) [pdf, other]
Title: RDPN6D: Residual-based Dense Point-wise Network for 6Dof Object Pose Estimation Based on RGB-D Images
Authors: Zong-Wei Hong, Yen-Yang Hung, Chu-Song Chen
Comments: Accepted by CVPR Workshop DLGC, 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[178]  arXiv:2405.08469 (cross-list from cs.CL) [pdf, other]
Title: GPT-3.5 for Grammatical Error Correction
Authors: Anisia Katinskaia, Roman Yangarber
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[179]  arXiv:2405.08468 (cross-list from cs.CL) [pdf, other]
Title: Challenges and Opportunities in Text Generation Explainability
Authors: Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
Comments: 17 pages, 5 figures, xAI-2024 Conference, Main track
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[180]  arXiv:2405.08467 (cross-list from quant-ph) [pdf, other]
Title: Equilibrium Propagation: the Quantum and the Thermal Cases
Authors: Serge Massar, Bortolo Matteo Mognetti
Subjects: Quantum Physics (quant-ph); Statistical Mechanics (cond-mat.stat-mech); Artificial Intelligence (cs.AI)
[181]  arXiv:2405.08465 (cross-list from cs.IR) [pdf, other]
Title: How to Surprisingly Consider Recommendations? A Knowledge-Graph-based Approach Relying on Complex Network Metrics
Authors: Oliver Baumann, Durgesh Nandini, Anderson Rossanez, Mirco Schoenfeld, Julio Cesar dos Reis
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM); Social and Information Networks (cs.SI)
[182]  arXiv:2405.08460 (cross-list from cs.CL) [pdf, other]
Title: Evaluating LLMs at Evaluating Temporal Generalization
Authors: Chenghao Zhu, Nuo Chen, Yufei Gao, Benyou Wang
Comments: Preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[183]  arXiv:2405.08448 (cross-list from cs.LG) [pdf, other]
Title: Understanding the performance gap between online and offline alignment algorithms
Authors: Yunhao Tang, Daniel Zhaohan Guo, Zeyu Zheng, Daniele Calandriello, Yuan Cao, Eugene Tarassov, Rémi Munos, Bernardo Ávila Pires, Michal Valko, Yong Cheng, Will Dabney
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[184]  arXiv:2405.08427 (cross-list from cs.CL) [pdf, other]
Title: Impact of Stickers on Multimodal Chat Sentiment Analysis and Intent Recognition: A New Task, Dataset and Baseline
Authors: Yuanchen Shi, Biao Ma, Fang Kong
Comments: 10 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[185]  arXiv:2405.08380 (cross-list from cs.LG) [pdf, other]
Title: CIER: A Novel Experience Replay Approach with Causal Inference in Deep Reinforcement Learning
Authors: Jingwen Wang, Dehui Du, Yida Li, Yiyang Li, Yikang Chen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[186]  arXiv:2405.08373 (cross-list from cs.CL) [pdf, other]
Title: PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles
Authors: Satya Kesav Gundabathula, Sriram R Kolar
Comments: Paper accepted for oral presentation at Clinical NLP workshop, NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[187]  arXiv:2405.08337 (cross-list from cs.CV) [pdf, ps, other]
Title: Perivascular space Identification Nnunet for Generalised Usage (PINGU)
Authors: Benjamin Sinclair, Lucy Vivash, Jasmine Moses, Miranda Lynch, William Pham, Karina Dorfmann, Cassandra Marotta, Shaun Koh, Jacob Bunyamin, Ella Rowsthorn, Alex Jarema, Himashi Peiris, Zhaolin Chen, Sandy R Shultz, David K Wright, Dexiao Kong, Sharon L. Naismith, Terence J. OBrien, Meng Law
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[188]  arXiv:2405.08334 (cross-list from cs.LG) [pdf, other]
Title: Could Chemical LLMs benefit from Message Passing
Authors: Jiaqing Xie, Ziheng Chi
Comments: Under review at BIOKDD'24
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[189]  arXiv:2405.08329 (cross-list from cs.CV) [pdf, other]
Title: Cross-Dataset Generalization For Retinal Lesions Segmentation
Authors: Clément Playout, Farida Cheriet
Comments: 6 pages, 4 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[190]  arXiv:2405.08311 (cross-list from cs.CL) [pdf, ps, other]
Title: A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations
Authors: Yao Wang, Xin Liu, Weikun Kong, Hai-Tao Yu, Teeradaj Racharak, Kyoung-Sook Kim, Minh Le Nguyen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[191]  arXiv:2405.08304 (cross-list from cs.CL) [pdf, other]
Title: Computational Thought Experiments for a More Rigorous Philosophy and Science of the Mind
Authors: Iris Oved, Nikhil Krishnaswamy, James Pustejovsky, Joshua Hartshorne
Comments: 6 pages, 4 figures, to appear at CogSci 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC)
[192]  arXiv:2405.08297 (cross-list from cs.LG) [pdf, ps, other]
Title: Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation
Authors: Yacine Izza, Xuanxiang Huang, Antonio Morgado, Jordi Planes, Alexey Ignatiev, Joao Marques-Silva
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC)
[193]  arXiv:2405.08252 (cross-list from cs.LG) [pdf, other]
Title: Smart Sampling: Self-Attention and Bootstrapping for Improved Ensembled Q-Learning
Authors: Muhammad Junaid Khan, Syed Hammad Ahmed, Gita Sukthankar
Comments: FLAIRS-37 (2024)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[194]  arXiv:2405.08247 (cross-list from eess.IV) [pdf, other]
Title: Automated classification of multi-parametric body MRI series
Authors: Boah Kim, Tejas Sudharshan Mathai, Kimberly Helm, Ronald M. Summers
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI)
[195]  arXiv:2405.08246 (cross-list from cs.CV) [pdf, other]
Title: Compositional Text-to-Image Generation with Dense Blob Representations
Authors: Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat
Comments: ICML 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[196]  arXiv:2405.08245 (cross-list from cs.CV) [pdf, ps, other]
Title: Progressive enhancement and restoration for mural images under low-light and defected conditions based on multi-receptive field strategy
Authors: Xiameng Wei, Binbin Fan, Ying Wang, Yanxiang Feng, Laiyi Fu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[197]  arXiv:2405.08238 (cross-list from cs.HC) [pdf, other]
Title: Silver-Tongued and Sundry: Exploring Intersectional Pronouns with ChatGPT
Authors: Takao Fujii, Katie Seaborn, Madeleine Steeds
Comments: Honorable Mention award (top 5%) at CHI '24
Journal-ref: CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems (2024), Article No. 511, 1-14
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[198]  arXiv:2405.08183 (cross-list from cs.LG) [pdf, other]
Title: Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client
Authors: Jun Xia, Yiyu Shi
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[199]  arXiv:2405.08174 (cross-list from cs.LG) [pdf, other]
Title: Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference
Authors: Sahara Ali, Omar Faruque, Jianwu Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[200]  arXiv:2405.08172 (cross-list from cs.CL) [pdf, other]
Title: CANTONMT: Investigating Back-Translation and Model-Switch Mechanisms for Cantonese-English Neural Machine Translation
Authors: Kung Yin Hong, Lifeng Han, Riza Batista-Navarro, Goran Nenadic
Comments: on-going work, 30 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[201]  arXiv:2405.08154 (cross-list from cs.HC) [pdf, ps, other]
Title: LLM Theory of Mind and Alignment: Opportunities and Risks
Authors: Winnie Street
Journal-ref: Proceedings of Workshop on Theory of Mind in Human-AI Interaction at CHI 2024 (ToMinHAI at CHI 2024)
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[202]  arXiv:2405.08125 (cross-list from cs.CY) [pdf, other]
Title: AI-Cybersecurity Education Through Designing AI-based Cyberharassment Detection Lab
Authors: Ebuka Okpala, Nishant Vishwamitra, Keyan Guo, Song Liao, Long Cheng, Hongxin Hu, Yongkai Wu, Xiaohong Yuan, Jeannette Wade, Sajad Khorsandroo
Comments: 10 pages
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[203]  arXiv:2405.08120 (cross-list from cs.ET) [pdf, other]
Title: From Questions to Insightful Answers: Building an Informed Chatbot for University Resources
Authors: Subash Neupane, Elias Hossain, Jason Keith, Himanshu Tripathi, Farbod Ghiasi, Noorbakhsh Amiri Golilarz, Amin Amirlatifi, Sudip Mittal, Shahram Rahimi
Subjects: Emerging Technologies (cs.ET); Artificial Intelligence (cs.AI)
[204]  arXiv:2405.08045 (cross-list from q-fin.MF) [pdf, ps, other]
Title: Comparative analysis of neural network architectures for short-term FOREX forecasting
Authors: Theodoros Zafeiriou, Dimitris Kalles
Subjects: Mathematical Finance (q-fin.MF); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[205]  arXiv:2405.08044 (cross-list from cs.LG) [pdf, other]
Title: Mitigating federated learning contribution allocation instability through randomized aggregation
Authors: Arno Geimer, Beltran Fiz, Radu State
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[206]  arXiv:2405.08042 (cross-list from cs.HC) [pdf, other]
Title: LLAniMAtion: LLAMA Driven Gesture Animation
Authors: Jonathan Windle, Iain Matthews, Sarah Taylor
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR); Machine Learning (cs.LG)
[207]  arXiv:2405.08041 (cross-list from cs.LG) [pdf, ps, other]
Title: DeepFMEA -- A Scalable Framework Harmonizing Process Expertise and Data-Driven PHM
Authors: Christoph Netsch, Till Schöpe, Benedikt Schindele, Joyam Jayakumar
Comments: 11 pages, 6 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[208]  arXiv:2405.08038 (cross-list from cs.LG) [pdf, other]
Title: Feature Expansion and enhanced Compression for Class Incremental Learning
Authors: Quentin Ferdinand (ENSTA Bretagne, Lab-STICC\_MATRIX), Gilles Le Chenadec (ENSTA Bretagne, Lab-STICC\_MATRIX), Benoit Clement (CROSSING, ENSTA Bretagne, Lab-STICC\_MATRIX), Panagiotis Papadakis (Lab-STICC\_RAMBO, IMT Atlantique - INFO), Quentin Oliveau
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[209]  arXiv:2405.08037 (cross-list from cs.HC) [pdf, other]
Title: Layout Generation Agents with Large Language Models
Authors: Yuichi Sasazawa, Yasuhiro Sogawa
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[210]  arXiv:2405.08036 (cross-list from cs.LG) [pdf, other]
Title: POWQMIX: Weighted Value Factorization with Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning
Authors: Chang Huang, Junqiao Zhao, Shatong Zhu, Hongtu Zhou, Chen Ye, Tiantian Feng, Changjun Jiang
Comments: change reference format
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[211]  arXiv:2405.08035 (cross-list from cs.HC) [pdf, other]
Title: A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems
Authors: Lixi Zhu, Xiaowen Huang, Jitao Sang
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[212]  arXiv:2405.08032 (cross-list from cs.HC) [pdf, ps, other]
Title: Exploring the Potential of Conversational AI Support for Agent-Based Social Simulation Model Design
Authors: Peer-Olaf Siebers
Comments: 29 pages, 3 figures, 1 table
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Software Engineering (cs.SE)
[213]  arXiv:2405.08031 (cross-list from cs.LG) [pdf, ps, other]
Title: HGTDR: Advancing Drug Repurposing with Heterogeneous Graph Transformers
Authors: Ali Gharizadeh, Karim Abbasi, Amin Ghareyazi, Mohammad R.K. Mofrad, Hamid R. Rabiee
Comments: Accepted for Publication in Bioinformatics (11-Feb-2024)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Quantitative Methods (q-bio.QM)
[214]  arXiv:2405.08029 (cross-list from cs.LG) [pdf, other]
Title: PHUDGE: Phi-3 as Scalable Judge
Authors: Mahesh Deshwal, Apoorva Chawla
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[215]  arXiv:2405.08027 (cross-list from cs.LG) [pdf, other]
Title: Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions
Authors: Tian Xie, Xueru Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[216]  arXiv:2405.08019 (cross-list from cs.LG) [pdf, other]
Title: AdaKD: Dynamic Knowledge Distillation of ASR models using Adaptive Loss Weighting
Authors: Shreyan Ganguly, Roshan Nayak, Rakshith Rao, Ujan Deb, Prathosh AP
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[217]  arXiv:2405.08017 (cross-list from cs.LG) [pdf, ps, other]
Title: Translating Expert Intuition into Quantifiable Features: Encode Investigator Domain Knowledge via LLM for Enhanced Predictive Analytics
Authors: Phoebe Jing, Yijing Gao, Yuanhang Zhang, Xianlong Zeng
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[218]  arXiv:2405.08015 (cross-list from cs.LG) [pdf, other]
Title: A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks
Authors: Ashutosh Kumar, Sonali Agarwal, D Jude Hemanth
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[219]  arXiv:2405.08013 (cross-list from cs.LG) [pdf, other]
Title: CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network
Authors: Chenglin Li, Yuanzhen Xie, Chenyun Yu, Lei Cheng, Bo Hu, Zang Li, Di Niu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[220]  arXiv:2405.08011 (cross-list from cs.LG) [pdf, other]
Title: A Survey of Large Language Models for Graphs
Authors: Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh Chawla, Chao Huang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[221]  arXiv:2405.08008 (cross-list from cs.HC) [pdf, other]
Title: Iris: An AI-Driven Virtual Tutor For Computer Science Education
Authors: Patrick Bassner, Eduard Frankford, Stephan Krusche
Comments: To be published in Proceedings of the 2024 Innovation and Technology in Computer Science Education V. 1 (ITiCSE 2024), July 8--10, 2024, Milan, Italy
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[222]  arXiv:2405.08007 (cross-list from cs.HC) [pdf, other]
Title: People cannot distinguish GPT-4 from a human in a Turing test
Authors: Cameron R. Jones, Benjamin K. Bergen
Comments: 23 pages, 13 figures
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[223]  arXiv:2405.08005 (cross-list from math.OC) [pdf, other]
Title: Graphon Mean Field Games with A Representative Player: Analysis and Learning Algorithm
Authors: Fuzhong Zhou, Chenyu Zhang, Xu Chen, Xuan Di
Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI)
[224]  arXiv:2405.07994 (cross-list from eess.IV) [pdf, ps, other]
Title: BubbleID: A Deep Learning Framework for Bubble Interface Dynamics Analysis
Authors: Christy Dunlap, Changgen Li, Hari Pandey, Ngan Le, Han Hu
Comments: 16 pages, 4 figures
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

Tue, 14 May 2024

[225]  arXiv:2405.07896 [pdf, other]
Title: Almanac Copilot: Towards Autonomous Electronic Health Record Navigation
Authors: Cyril Zakka, Joseph Cho, Gracia Fahed, Rohan Shad, Michael Moor, Robyn Fong, Dhamanpreet Kaur, Vishnu Ravi, Oliver Aalami, Roxana Daneshjou, Akshay Chaudhari, William Hiesinger
Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[226]  arXiv:2405.07893 [pdf, other]
Title: Science based AI model certification for new operational environments with application in traffic state estimation
Authors: Daryl Mupupuni, Anupama Guntu, Liang Hong, Kamrul Hasan, Leehyun Keel
Comments: 7 Pages, 5 figures, \c{opyright}2024 IEEE INTERNATIONAL CONFERENCE on ELECTRO/INFORMATION TECHNOLOGY
Subjects: Artificial Intelligence (cs.AI)
[227]  arXiv:2405.07816 [pdf, other]
Title: Quick and Accurate Affordance Learning
Authors: Fedor Scholz, Erik Ayari, Johannes Bertram, Martin V. Butz
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[228]  arXiv:2405.07664 [pdf, ps, other]
Title: Geospatial Knowledge Graphs
Authors: Rui Zhu
Subjects: Artificial Intelligence (cs.AI)
[229]  arXiv:2405.07590 [pdf, other]
Title: Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data
Authors: Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten Orlikowsky, Stefan Kowalewski, Mark Schoberer, André Stollenwerk
Comments: \c{opyright} 2024 The authors. This work has been accepted to IFAC for publication under a Creative Commons Licence CC-BY-NC-ND. Accepted for the 12th IFAC Symposium on Biological and Medical Systems. 6 pages, 7 figures
Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[230]  arXiv:2405.07474 [pdf, other]
Title: Integrating Intent Understanding and Optimal Behavior Planning for Behavior Tree Generation from Human Instructions
Authors: Xinglin Chen, Yishuai Cai, Yunxin Mao, Minglong Li, Wenjing Yang, Weixia Xu, Ji Wang
Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Robotics (cs.RO)
[231]  arXiv:2405.07373 [pdf, other]
Title: Probabilistic and Causal Satisfiability: the Impact of Marginalization
Authors: Julian Dörfler, Benito van der Zander, Markus Bläser, Maciej Liskiewicz
Subjects: Artificial Intelligence (cs.AI); Computational Complexity (cs.CC)
[232]  arXiv:2405.07087 [pdf, other]
Title: Auditing an Automatic Grading Model with deep Reinforcement Learning
Authors: Aubrey Condor, Zachary Pardos
Subjects: Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET); Machine Learning (cs.LG)
[233]  arXiv:2405.06973 [pdf, other]
Title: A Primer for Preferential Non-Monotonic Propositional Team Logics
Authors: Kai Sauerwald, Juha Kontinen
Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
[234]  arXiv:2405.06915 [pdf, ps, other]
Title: Automating Creativity
Authors: Ming-Hui Huang, Roland T. Rust
Comments: 46 pages, 2 tables, 4 figures
Subjects: Artificial Intelligence (cs.AI)
[235]  arXiv:2405.06846 [pdf, other]
Title: Dominion: A New Frontier for AI Research
Authors: Danny Halawi, Aron Sarmasi, Siena Saltzen, Joshua McCoy
Subjects: Artificial Intelligence (cs.AI)
[236]  arXiv:2405.07992 (cross-list from cs.CV) [pdf, other]
Title: MambaOut: Do We Really Need Mamba for Vision?
Authors: Weihao Yu, Xinchao Wang
Comments: Code: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[237]  arXiv:2405.07991 (cross-list from cs.RO) [pdf, other]
Title: SPIN: Simultaneous Perception, Interaction and Navigation
Authors: Shagun Uppal, Ananye Agarwal, Haoyu Xiong, Kenneth Shaw, Deepak Pathak
Comments: In CVPR 2024. Website at this https URL
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Systems and Control (eess.SY)
[238]  arXiv:2405.07987 (cross-list from cs.LG) [pdf, other]
Title: The Platonic Representation Hypothesis
Authors: Minyoung Huh, Brian Cheung, Tongzhou Wang, Phillip Isola
Comments: Equal contributions
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[239]  arXiv:2405.07976 (cross-list from stat.ML) [pdf, other]
Title: Localized Adaptive Risk Control
Authors: Matteo Zecchin, Osvaldo Simeone
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (cs.LG)
[240]  arXiv:2405.07969 (cross-list from cs.CV) [pdf, other]
Title: Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation
Authors: Kevin Stangl, Marius Arvinte, Weilin Xu, Cory Cornelius
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[241]  arXiv:2405.07966 (cross-list from cs.CV) [pdf, other]
Title: OverlapMamba: Novel Shift State Space Model for LiDAR-based Place Recognition
Authors: Qiuchi Xiang, Jintao Cheng, Jiehao Luo, Jin Wu, Rui Fan, Xieyuanli Chen, Xiaoyu Tang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[242]  arXiv:2405.07943 (cross-list from cs.LG) [pdf, other]
Title: Hierarchical Decision Mamba
Authors: André Correia, Luís A. Alexandre
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[243]  arXiv:2405.07932 (cross-list from cs.CL) [pdf, other]
Title: PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition
Authors: Ziyang Zhang, Qizhen Zhang, Jakob Foerster
Comments: Accepted at ICML 20224
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[244]  arXiv:2405.07925 (cross-list from cs.LG) [pdf, other]
Title: Stable Diffusion-based Data Augmentation for Federated Learning with Non-IID Data
Authors: Mahdi Morafah, Matthias Reisser, Bill Lin, Christos Louizos
Comments: International Workshop on Federated Foundation Models for the Web 2024 (FL@FM-TheWebConf'24)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[245]  arXiv:2405.07916 (cross-list from cs.CV) [pdf, other]
Title: IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data
Authors: Ziyang Zhang, Plamen Angelov, Dmitry Kangin, Nicolas Longépé
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[246]  arXiv:2405.07863 (cross-list from cs.LG) [pdf, other]
Title: RLHF Workflow: From Reward Modeling to Online RLHF
Authors: Hanze Dong, Wei Xiong, Bo Pang, Haoxiang Wang, Han Zhao, Yingbo Zhou, Nan Jiang, Doyen Sahoo, Caiming Xiong, Tong Zhang
Comments: 26 pages, 8 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (stat.ML)
[247]  arXiv:2405.07857 (cross-list from cs.CV) [pdf, other]
Title: Synergistic Integration of Coordinate Network and Tensorial Feature for Improving Neural Radiance Fields from Sparse Inputs
Authors: Mingyu Kim, Jun-Seong Kim, Se-Young Yun, Jin-Hwa Kim
Comments: ICML2024 ; Project page is accessible at this https URL ; Code is available at this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[248]  arXiv:2405.07839 (cross-list from cs.LG) [pdf, other]
Title: Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics
Authors: Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, Guang Lin
Comments: 28 pages, 13 figures, to appear in ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[249]  arXiv:2405.07838 (cross-list from cs.LG) [pdf, other]
Title: Adaptive Exploration for Data-Efficient General Value Function Evaluations
Authors: Arushi Jain, Josiah P. Hanna, Doina Precup
Comments: 20 pages, 9 figures, Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[250]  arXiv:2405.07827 (cross-list from cs.MM) [pdf, other]
Title: Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor
Authors: Yuning Huang, Mohamed Abul Hassan, Jiangpeng He, Janine Higgins, Megan McCrory, Heather Eicher-Miller, Graham Thomas, Edward O Sazonov, Fengqing Maggie Zhu
Comments: Accepted at CVPRw 2024
Subjects: Multimedia (cs.MM); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[251]  arXiv:2405.07822 (cross-list from cs.LG) [pdf, other]
Title: Synthetic Tabular Data Validation: A Divergence-Based Approach
Authors: Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo
Comments: 15 pages, 14 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[252]  arXiv:2405.07817 (cross-list from cs.RO) [pdf, other]
Title: The Power of Combined Modalities in Interactive Robot Learning
Authors: Helen Beierling, Anna-Lisa Vollmer
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[253]  arXiv:2405.07798 (cross-list from cs.CV) [pdf, other]
Title: FreeVA: Offline MLLM as Training-Free Video Assistant
Authors: Wenhao Wu
Comments: Preprint. Work in progress
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[254]  arXiv:2405.07780 (cross-list from cs.LG) [pdf, other]
Title: Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition
Authors: Zhiyong Yang, Qianqian Xu, Zitai Wang, Sicong Li, Boyu Han, Shilong Bao, Xiaochun Cao, Qingming Huang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[255]  arXiv:2405.07778 (cross-list from cs.CL) [pdf, other]
Title: A Comprehensive Analysis of Static Word Embeddings for Turkish
Authors: Karahan Sarıtaş, Cahid Arda Öz, Tunga Güngör
Journal-ref: Expert Systems with Applications Volume 252, Part A, 15 October 2024, 124123
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[256]  arXiv:2405.07773 (cross-list from cs.RO) [pdf, other]
Title: Human-Modeling in Sequential Decision-Making: An Analysis through the Lens of Human-Aware AI
Authors: Silvia Tulli, Stylianos Loukas Vasileiou, Sarath Sreedharan
Comments: 9 pages, 1 figure, 1 table
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[257]  arXiv:2405.07767 (cross-list from cs.IR) [pdf, other]
Title: Synthetic Test Collections for Retrieval Evaluation
Authors: Hossein A. Rahmani, Nick Craswell, Emine Yilmaz, Bhaskar Mitra, Daniel Campos
Comments: SIGIR 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[258]  arXiv:2405.07766 (cross-list from cs.CL) [pdf, other]
Title: Challenges and Opportunities of NLP for HR Applications: A Discussion Paper
Authors: Jochen L. Leidner, Mark Stevenson
Comments: 10 pages, 2 figures, 1 table
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[259]  arXiv:2405.07761 (cross-list from cs.LG) [pdf, other]
Title: LLM4ED: Large Language Models for Automatic Equation Discovery
Authors: Mengge Du, Yuntian Chen, Zhongzheng Wang, Longfeng Nie, Dongxiao Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Symbolic Computation (cs.SC); Mathematical Physics (math-ph); Applications (stat.AP)
[260]  arXiv:2405.07759 (cross-list from cs.MM) [pdf, other]
Title: MADRL-Based Rate Adaptation for 360$\degree$ Video Streaming with Multi-Viewpoint Prediction
Authors: Haopeng Wang, Zijian Long, Haiwei Dong, Abdulmotaleb El Saddik
Comments: Accepted by IEEE Internet of Things Journal
Subjects: Multimedia (cs.MM); Artificial Intelligence (cs.AI); Networking and Internet Architecture (cs.NI); Image and Video Processing (eess.IV)
[261]  arXiv:2405.07749 (cross-list from cs.LG) [pdf, other]
Title: DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems
Authors: Franz Kevin Stehle, Wainer Vandelli, Giuseppe Avolio, Felix Zahn, Holger Fröning
Journal-ref: Proceedings of the 38th ACM International Conference on Supercomputing (ICS '24), June 4--7, 2024, Kyoto, Japan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[262]  arXiv:2405.07745 (cross-list from cs.CL) [pdf, other]
Title: LlamaTurk: Adapting Open-Source Generative Large Language Models for Low-Resource Language
Authors: Cagri Toraman
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[263]  arXiv:2405.07735 (cross-list from quant-ph) [pdf, other]
Title: Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare
Authors: Amandeep Singh Bhatia, David E. Bernal Neira
Comments: 12 pages, 8 figures
Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[264]  arXiv:2405.07719 (cross-list from cs.LG) [pdf, other]
Title: A Unified Sequence Parallelism Approach for Long Context Generative AI
Authors: Jiarui Fang, Shangchun Zhao
Comments: 12 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[265]  arXiv:2405.07682 (cross-list from cs.SD) [pdf, other]
Title: FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation
Authors: Jianyi Chen, Wei Xue, Xu Tan, Zhen Ye, Qifeng Liu, Yike Guo
Comments: IJCAI 2024
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[266]  arXiv:2405.07668 (cross-list from cs.SE) [pdf, other]
Title: CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models
Authors: Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Bo Jiang, W.K. Chan
Comments: 23 pages, 2 figures, accepted by FSE 2024 (The ACM International Conference on the Foundations of Software Engineering)
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[267]  arXiv:2405.07662 (cross-list from cs.LG) [pdf, other]
Title: Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications
Authors: Ricardo Knauer, Erik Rodner
Comments: ICLR 2024 Workshop on Practical ML for Low Resource Settings
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[268]  arXiv:2405.07653 (cross-list from cs.CV) [pdf, other]
Title: Fast Training Data Acquisition for Object Detection and Segmentation using Black Screen Luminance Keying
Authors: Thomas Pöllabauer, Volker Knauthe, André Boller, Arjan Kuijper, Dieter Fellner
Comments: 32. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[269]  arXiv:2405.07652 (cross-list from cs.HC) [pdf, other]
Title: G-VOILA: Gaze-Facilitated Information Querying in Daily Scenarios
Authors: Zeyu Wang, Yuanchun Shi, Yuntao Wang, Yuchen Yao, Kun Yan, Yuhan Wang, Lei Ji, Xuhai Xu, Chun Yu
Comments: 25 pages, 12 figures
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[270]  arXiv:2405.07640 (cross-list from cs.LG) [pdf, other]
Title: Hyperparameter Importance Analysis for Multi-Objective AutoML
Authors: Daphne Theodorakopoulos, Frederic Stahl, Marius Lindauer
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[271]  arXiv:2405.07638 (cross-list from cs.NI) [pdf, other]
Title: DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS
Authors: Qingyang Li, Yihang Zhang, Zhidong Jia, Yannan Hu, Lei Zhang, Jianrong Zhang, Yongming Xu, Yong Cui, Zongming Guo, Xinggong Zhang
Subjects: Networking and Internet Architecture (cs.NI); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[272]  arXiv:2405.07626 (cross-list from cs.LG) [pdf, other]
Title: AnomalyLLM: Few-shot Anomaly Edge Detection for Dynamic Graphs using Large Language Models
Authors: Shuo Liu, Di Yao, Lanting Fang, Zhetao Li, Wenbin Li, Kaiyu Feng, XiaoWen Ji, Jingping Bi
Comments: 13pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[273]  arXiv:2405.07621 (cross-list from cs.LG) [pdf, other]
Title: Towards Adaptive IMFs -- Generalization of utility functions in Multi-Agent Frameworks
Authors: Kaushik Dey, Satheesh K. Perepu, Abir Das, Pallab Dasgupta
Comments: Accepted in Netsoft-2024 conference
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[274]  arXiv:2405.07609 (cross-list from cs.CL) [pdf, other]
Title: NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition
Authors: Elena Merdjanovska, Ansar Aynetdinov, Alan Akbik
Comments: data available at this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[275]  arXiv:2405.07603 (cross-list from cs.RO) [pdf, ps, other]
Title: Reducing Risk for Assistive Reinforcement Learning Policies with Diffusion Models
Authors: Andrii Tytarenko
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[276]  arXiv:2405.07601 (cross-list from cs.LG) [pdf, other]
Title: On-device Online Learning and Semantic Management of TinyML Systems
Authors: Haoyu Ren, Xue Li, Darko Anicic, Thomas A. Runkler
Comments: Accepted by Journal Transactions on Embedded Computing Systems (TECS)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC)
[277]  arXiv:2405.07595 (cross-list from cs.CV) [pdf, other]
Title: Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection
Authors: Dehong Kong, Siyuan Liang, Wenqi Ren
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[278]  arXiv:2405.07580 (cross-list from cs.IR) [pdf, other]
Title: DynLLM: When Large Language Models Meet Dynamic Graph Recommendation
Authors: Ziwei Zhao, Fake Lin, Xi Zhu, Zhi Zheng, Tong Xu, Shitian Shen, Xueying Li, Zikai Yin, Enhong Chen
Comments: 11 pages, 5 figures
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[279]  arXiv:2405.07562 (cross-list from cs.LG) [pdf, other]
Title: GLiRA: Black-Box Membership Inference Attack via Knowledge Distillation
Authors: Andrey V. Galichin, Mikhail Pautov, Alexey Zhavoronkin, Oleg Y. Rogov, Ivan Oseledets
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[280]  arXiv:2405.07551 (cross-list from cs.CL) [pdf, other]
Title: MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning
Authors: Shuo Yin, Weihao You, Zhilong Ji, Guoqiang Zhong, Jinfeng Bai
Comments: The state-of-the-art open-source tool-use LLMs for mathematical reasoning
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[281]  arXiv:2405.07541 (cross-list from cs.MA) [pdf, ps, other]
Title: Random walk model that universally generates inverse square Lévy walk by eliminating search cost minimization constraint
Authors: Shuji Shinohara, Daiki Morita, Hayato Hirai, Ryosuke Kuribayashi, Nobuhito Manome, Toru Moriyama, Hiroshi Okamoto, Yoshihiro Nakajima, Pegio-Yukio Gunji, Ung-il Chung
Subjects: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[282]  arXiv:2405.07527 (cross-list from cs.LG) [pdf, other]
Title: Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
Authors: Yubin Shi, Yixuan Chen, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Tun Lu, Ning Gu, Li Shang
Comments: Accepted at NeurIPS 2023
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[283]  arXiv:2405.07523 (cross-list from cs.CV) [pdf, other]
Title: Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation
Authors: Quang Vinh Nguyen, Van Thong Huynh, Soo-Hyung Kim
Comments: 13 pages with 7 figures, British Machine Vision Conference 2023
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[284]  arXiv:2405.07518 (cross-list from cs.AR) [pdf, other]
Title: SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts
Authors: Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Karen Li, Yongning Sheng, Joshua Brot, Denis Sokolov, Apurv Vivek, Calvin Leung, Arjun Sabnis, Jiayu Bai, Tuowen Zhao, Mark Gottscho, David Jackson, Mark Luttrell, Manish K. Shah, Edison Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Dawei Huang, Sumti Jairath, Kevin J. Brown, Kunle Olukotun
Subjects: Hardware Architecture (cs.AR); Artificial Intelligence (cs.AI)
[285]  arXiv:2405.07515 (cross-list from cs.RO) [pdf, other]
Title: OpenBot-Fleet: A System for Collective Learning with Real Robots
Authors: Matthias Müller, Samarth Brahmbhatt, Ankur Deka, Quentin Leboutet, David Hafner, Vladlen Koltun
Comments: Accepted at ICRA'24
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[286]  arXiv:2405.07509 (cross-list from cs.LG) [pdf, other]
Title: RESTAD: REconstruction and Similarity based Transformer for time series Anomaly Detection
Authors: Ramin Ghorbani, Marcel J.T. Reinders, David M.J. Tax
Comments: Manuscript under review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[287]  arXiv:2405.07503 (cross-list from cs.RO) [pdf, other]
Title: Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation
Authors: Aaditya Prasad, Kevin Lin, Jimmy Wu, Linqi Zhou, Jeannette Bohg
Comments: this https URL
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[288]  arXiv:2405.07500 (cross-list from cs.IR) [pdf, other]
Title: PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking
Authors: Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi Nahab, Xiao Hu, Carl Yang
Journal-ref: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (Short-Paper Track), 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[289]  arXiv:2405.07495 (cross-list from cs.CL) [pdf, ps, other]
Title: MacBehaviour: An R package for behavioural experimentation on large language models
Authors: Xufeng Duan, Shixuan Li, Zhenguang G. Cai1
Comments: 11 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[290]  arXiv:2405.07490 (cross-list from cs.CL) [pdf, other]
Title: Strategic Data Ordering: Enhancing Large Language Model Performance through Curriculum Learning
Authors: Jisu Kim, Juhwan Lee
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[291]  arXiv:2405.07468 (cross-list from cs.CL) [pdf, ps, other]
Title: Evaluating large language models in medical applications: a survey
Authors: Xiaolan Chen, Jiayang Xiang, Shanfu Lu, Yexin Liu, Mingguang He, Danli Shi
Comments: 4 figures, 1 table
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[292]  arXiv:2405.07460 (cross-list from cs.LG) [pdf, other]
Title: HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models
Authors: Aakash Tripathi, Asim Waqas, Yasin Yilmaz, Ghulam Rasool
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Databases (cs.DB)
[293]  arXiv:2405.07442 (cross-list from cs.SD) [pdf, ps, other]
Title: Rene: A Pre-trained Multi-modal Architecture for Auscultation of Respiratory Diseases
Authors: Pengfei Zhang, Zhihang Zheng, Shichen Zhang, Minghao Yang, Shaojun Tang
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS); Quantitative Methods (q-bio.QM)
[294]  arXiv:2405.07437 (cross-list from cs.CL) [pdf, other]
Title: Evaluation of Retrieval-Augmented Generation: A Survey
Authors: Hao Yu, Aoran Gan, Kai Zhang, Shiwei Tong, Qi Liu, Zhaofeng Liu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[295]  arXiv:2405.07436 (cross-list from cs.LG) [pdf, other]
Title: Can Language Models Explain Their Own Classification Behavior?
Authors: Dane Sherburn, Bilal Chughtai, Owain Evans
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[296]  arXiv:2405.07414 (cross-list from cs.LG) [pdf, other]
Title: Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains
Authors: Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
Comments: ICML 2024, 18 pages (including supplementary materials)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[297]  arXiv:2405.07411 (cross-list from cs.CV) [pdf, other]
Title: MoVL:Exploring Fusion Strategies for the Domain-Adaptive Application of Pretrained Models in Medical Imaging Tasks
Authors: Haijiang Tian, Jingkun Yue, Xiaohong Liu, Guoxing Yang, Zeyu Jiang, Guangyu Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[298]  arXiv:2405.07407 (cross-list from cs.CV) [pdf, other]
Title: PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics
Authors: Jerrin Bright, Bavesh Balaji, Yuhao Chen, David A Clausi, John S Zelek
Comments: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW'24)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[299]  arXiv:2405.07406 (cross-list from cs.CR) [pdf, other]
Title: Machine Unlearning: A Comprehensive Survey
Authors: Weiqi Wang, Zhiyi Tian, Shui Yu
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[300]  arXiv:2405.07404 (cross-list from cs.LG) [pdf, ps, other]
Title: Indoor PM2.5 forecasting and the association with outdoor air pollution: a modelling study based on sensor data in Australia
Authors: Wenhua Yu, Bahareh Nakisa, Seng W. Loke, Svetlana Stevanovic, Yuming Guo, Mohammad Naim Rastgoo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[301]  arXiv:2405.07395 (cross-list from cs.LG) [pdf, other]
Title: CaFA: Global Weather Forecasting with Factorized Attention on Sphere
Authors: Zijie Li, Anthony Zhou, Saurabh Patil, Amir Barati Farimani
Comments: Preprint
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[302]  arXiv:2405.07391 (cross-list from cs.RO) [pdf, other]
Title: AnyRotate: Gravity-Invariant In-Hand Object Rotation with Sim-to-Real Touch
Authors: Max Yang, Chenghua Lu, Alex Church, Yijiong Lin, Chris Ford, Haoran Li, Efi Psomopoulou, David A.W. Barton, Nathan F. Lepora
Comments: Project website can be found at this https URL
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[303]  arXiv:2405.07374 (cross-list from cs.LG) [pdf, other]
Title: Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration
Authors: Shi-ang Qi, Yakun Yu, Russell Greiner
Comments: Accepted to ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[304]  arXiv:2405.07349 (cross-list from cs.RO) [pdf, other]
Title: WeedScout: Real-Time Autonomous blackgrass Classification and Mapping using dedicated hardware
Authors: Matthew Gazzard, Helen Hicks, Isibor Kennedy Ihianle, Jordan J. Bird, Md Mahmudul Hasan, Pedro Machado
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[305]  arXiv:2405.07344 (cross-list from cs.LG) [pdf, other]
Title: TKAN: Temporal Kolmogorov-Arnold Networks
Authors: Remi Genet, Hugo Inzirillo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[306]  arXiv:2405.07327 (cross-list from cs.LG) [pdf, other]
Title: Liquid Ensemble Selection for Continual Learning
Authors: Carter Blair, Ben Armstrong, Kate Larson
Comments: Accepted at Canadian AI Conference 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[307]  arXiv:2405.07317 (cross-list from cs.LG) [pdf, other]
Title: Machine Unlearning in Contrastive Learning
Authors: Zixin Wang, Kongyang Chen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[308]  arXiv:2405.07309 (cross-list from cs.RO) [pdf, other]
Title: DiffGen: Robot Demonstration Generation via Differentiable Physics Simulation, Differentiable Rendering, and Vision-Language Model
Authors: Yang Jin, Jun Lv, Shuqiang Jiang, Cewu Lu
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[309]  arXiv:2405.07295 (cross-list from q-bio.NC) [pdf, ps, other]
Title: Environmental enrichment: a biological model of forward transfer in continual learning
Authors: Rajat Saxena, Bruce L. McNaughton
Comments: 23 pages, 5 figures
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI)
[310]  arXiv:2405.07293 (cross-list from cs.CV) [pdf, other]
Title: Sparse Sampling is All You Need for Fast Wrong-way Cycling Detection in CCTV Videos
Authors: Jing Xu, Wentao Shi, Sheng Ren, Pan Gao, Peng Zhou, Jie Qin
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[311]  arXiv:2405.07280 (cross-list from cs.CL) [pdf, other]
Title: Humor Mechanics: Advancing Humor Generation with Multistep Reasoning
Authors: Alexey Tikhonov, Pavel Shtykovskiy
Comments: ICCC 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)
[312]  arXiv:2405.07272 (cross-list from cs.CV) [pdf, ps, other]
Title: MAML MOT: Multiple Object Tracking based on Meta-Learning
Authors: Jiayi Chen, Chunhua Deng
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[313]  arXiv:2405.07260 (cross-list from cs.LG) [pdf, ps, other]
Title: A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition
Authors: Xiang Li, Jian Song, Zhigang Zhao, Chunxiao Wang, Dawei Song, Bin Hu
Comments: 5 pages, 3 figures, 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Signal Processing (eess.SP)
[314]  arXiv:2405.07248 (cross-list from cs.CL) [pdf, other]
Title: Limited Ability of LLMs to Simulate Human Psychological Behaviours: a Psychometric Analysis
Authors: Nikolay B Petrov, Gregory Serapio-García, Jason Rentfrow
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)
[315]  arXiv:2405.07233 (cross-list from cs.LG) [pdf, other]
Title: OXYGENERATOR: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning
Authors: Bin Lu, Ze Zhao, Luyu Han, Xiaoying Gan, Yuntao Zhou, Lei Zhou, Luoyi Fu, Xinbing Wang, Chenghu Zhou, Jing Zhang
Comments: Accepted to ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Atmospheric and Oceanic Physics (physics.ao-ph)
[316]  arXiv:2405.07226 (cross-list from quant-ph) [pdf, other]
Title: Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem
Authors: Xinbiao Wang, Yuxuan Du, Kecheng Liu, Yong Luo, Bo Du, Dacheng Tao
Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[317]  arXiv:2405.07223 (cross-list from cs.LG) [pdf, other]
Title: Ensemble Successor Representations for Task Generalization in Offline-to-Online Reinforcement Learning
Authors: Changhong Wang, Xudong Yu, Chenjia Bai, Qiaosheng Zhang, Zhen Wang
Comments: Accepted by Science China Information Sciences
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[318]  arXiv:2405.07220 (cross-list from cs.LG) [pdf, other]
Title: On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition
Authors: Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee
Comments: Conference on Causal Learning and Reasoning (CLeaR), 2023
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[319]  arXiv:2405.07212 (cross-list from cs.NE) [pdf, other]
Title: Enhancing Decision-Making in Optimization through LLM-Assisted Inference: A Neural Networks Perspective
Authors: Gaurav Singh, Kavitesh Kumar Bali
Comments: Accepted IJCNN
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[320]  arXiv:2405.07202 (cross-list from cs.CV) [pdf, other]
Title: Unified Video-Language Pre-training with Synchronized Audio
Authors: Shentong Mo, Haofan Wang, Huaxia Li, Xu Tang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[321]  arXiv:2405.07200 (cross-list from cs.LG) [pdf, other]
Title: Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation
Authors: Sidharth SS, Gokul R
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[322]  arXiv:2405.07195 (cross-list from cs.CL) [pdf, other]
Title: InsightNet: Structured Insight Mining from Customer Feedback
Authors: Sandeep Sricharan Mukku, Manan Soni, Jitenkumar Rana, Chetan Aggarwal, Promod Yenigalla, Rashmi Patange, Shyam Mohan
Comments: EMNLP 2023
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[323]  arXiv:2405.07194 (cross-list from cs.CV) [pdf, other]
Title: Differentiable Model Scaling using Differentiable Topk
Authors: Kai Liu, Ruohui Wang, Jianfei Gao, Kai Chen
Comments: Accepted by ICML 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[324]  arXiv:2405.07163 (cross-list from physics.ed-ph) [pdf, other]
Title: Realizing Visual Question Answering for Education: GPT-4V as a Multimodal AI
Authors: Gyeong-Geon Lee, Xiaoming Zhai
Subjects: Physics Education (physics.ed-ph); Artificial Intelligence (cs.AI)
[325]  arXiv:2405.07162 (cross-list from cs.RO) [pdf, other]
Title: Learning Reward for Robot Skills Using Large Language Models via Self-Alignment
Authors: Yuwei Zeng, Yao Mu, Lin Shao
Comments: ICML 2024
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[326]  arXiv:2405.07157 (cross-list from cs.CV) [pdf, other]
Title: Semi-Self-Supervised Domain Adaptation: Developing Deep Learning Models with Limited Annotated Data for Wheat Head Segmentation
Authors: Alireza Ghanbari, Gholamhassan Shirdel, Farhad Maleki
Comments: 12
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[327]  arXiv:2405.07142 (cross-list from cs.LG) [pdf, other]
Title: Cross-Domain Continual Learning via CLAMP
Authors: Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Yapp Kien Yee, Ramasamy Savitha
Comments: Under Review in Elsevier Journal
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[328]  arXiv:2405.07140 (cross-list from cs.LG) [pdf, other]
Title: Edge Intelligence Optimization for Large Language Model Inference with Batching and Quantization
Authors: Xinyuan Zhang, Jiang Liu, Zehui Xiong, Yudong Huang, Gaochang Xie, Ran Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Networking and Internet Architecture (cs.NI)
[329]  arXiv:2405.07135 (cross-list from cs.LG) [pdf, other]
Title: Combining multiple post-training techniques to achieve most efficient quantized LLMs
Authors: Sayeh Sharify, Zifei Xu, Wanzin Yazar, Xin Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[330]  arXiv:2405.07117 (cross-list from cs.LG) [pdf, other]
Title: Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting
Authors: Abishek Sriramulu, Christoph Bergmeir, Slawek Smyl
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[331]  arXiv:2405.07105 (cross-list from cond-mat.mtrl-sci) [pdf, other]
Title: Overcoming systematic softening in universal machine learning interatomic potentials by fine-tuning
Authors: Bowen Deng, Yunyeong Choi, Peichen Zhong, Janosh Riebesell, Shashwat Anand, Zhuohan Li, KyuJung Jun, Kristin A. Persson, Gerbrand Ceder
Subjects: Materials Science (cond-mat.mtrl-sci); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[332]  arXiv:2405.07101 (cross-list from cs.CL) [pdf, ps, other]
Title: Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA
Authors: Marco Polignano, Pierpaolo Basile, Giovanni Semeraro
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[333]  arXiv:2405.07098 (cross-list from cs.LG) [pdf, other]
Title: Interpretable global minima of deep ReLU neural networks on sequentially separable data
Authors: Thomas Chen, Patricia Muñoz Ewald
Comments: AMS Latex, 22 pages, 3 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Mathematical Physics (math-ph); Optimization and Control (math.OC); Machine Learning (stat.ML)
[334]  arXiv:2405.07097 (cross-list from cs.LG) [pdf, other]
Title: Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems
Authors: Katsiaryna Haitsiukevich, Onur Poyraz, Pekka Marttinen, Alexander Ilin
Comments: Preprint submitted to IEEE MLSP 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[335]  arXiv:2405.07076 (cross-list from cs.CL) [pdf, other]
Title: Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models
Authors: Edward Y. Chang
Comments: 29 pages, 10 tables, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[336]  arXiv:2405.07027 (cross-list from cs.CV) [pdf, other]
Title: TD-NeRF: Novel Truncated Depth Prior for Joint Camera Pose and Neural Radiance Field Optimization
Authors: Zhen Tan, Zongtan Zhou, Yangbing Ge, Zi Wang, Xieyuanli Chen, Dewen Hu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[337]  arXiv:2405.07001 (cross-list from cs.CL) [pdf, other]
Title: Evaluating Task-based Effectiveness of MLLMs on Charts
Authors: Yifan Wu, Lutao Yan, Yuyu Luo, Yunhai Wang, Nan Tang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[338]  arXiv:2405.06981 (cross-list from cs.CL) [pdf, other]
Title: AraSpell: A Deep Learning Approach for Arabic Spelling Correction
Authors: Mahmoud Salhab, Faisal Abu-Khzam
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[339]  arXiv:2405.06972 (cross-list from cs.PL) [pdf, other]
Title: A Machine Learning-based Approach for Solving Recurrence Relations and its use in Cost Analysis of Logic Programs
Authors: Louis Rustenholz, Maximiliano Klemen, Miguel Ángel Carreira-Perpiñán, Pedro López-García
Comments: arXiv admin note: text overlap with arXiv:2309.07259
Subjects: Programming Languages (cs.PL); Artificial Intelligence (cs.AI)
[340]  arXiv:2405.06964 (cross-list from cs.RO) [pdf, other]
Title: ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots
Authors: Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianyi Chen, Zhouliang Yu, Lin Shao
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[341]  arXiv:2405.06932 (cross-list from cs.CL) [pdf, ps, other]
Title: Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training
Authors: Junqin Huang, Zhongjie Hu, Zihao Jing, Mengya Gao, Yichao Wu
Comments: tech report
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[342]  arXiv:2405.06925 (cross-list from cs.LG) [pdf, other]
Title: Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor Signals
Authors: Xiangwei Chen, Ruliang Xiaoa, Zhixia Zeng, Zhipeng Qiu, Shi Zhang, Xin Du
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[343]  arXiv:2405.06909 (cross-list from cs.LG) [pdf, ps, other]
Title: Fairness in Reinforcement Learning: A Survey
Authors: Anka Reuel, Devin Ma
Comments: 10 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[344]  arXiv:2405.06907 (cross-list from cs.CL) [pdf, other]
Title: CoRE: LLM as Interpreter for Natural Language Programming, Pseudo-Code Programming, and Flow Programming of AI Agents
Authors: Shuyuan Xu, Zelong Li, Kai Mei, Yongfeng Zhang
Comments: 12 pages, 6 figures, comments and suggestions are welcome
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Programming Languages (cs.PL)
[345]  arXiv:2405.06890 (cross-list from cs.CL) [pdf, other]
Title: TacoERE: Cluster-aware Compression for Event Relation Extraction
Authors: Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Pan, Jiaoyan Chen, Freddy Lecue
Comments: Accepted to LREC-COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[346]  arXiv:2405.06886 (cross-list from cs.IR) [pdf, other]
Title: Event GDR: Event-Centric Generative Document Retrieval
Authors: Yong Guan, Dingxiao Liu, Jinchen Ma, Hao Peng, Xiaozhi Wang, Lei Hou, Ru Li
Comments: Accepted to WWW 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[347]  arXiv:2405.06859 (cross-list from cs.LG) [pdf, other]
Title: Reimplementation of Learning to Reweight Examples for Robust Deep Learning
Authors: Parth Patil, Ben Boardley, Jack Gardner, Emily Loiselle, Deerajkumar Parthipan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[348]  arXiv:2405.06849 (cross-list from cs.CV) [pdf, other]
Title: GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs
Authors: Mustafa Munir, William Avery, Md Mostafijur Rahman, Radu Marculescu
Comments: Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[349]  arXiv:2405.06848 (cross-list from cs.LG) [pdf, other]
Title: ISR: Invertible Symbolic Regression
Authors: Tony Tohme, Mohammad Javad Khojasteh, Mohsen Sadr, Florian Meyer, Kamal Youcef-Toumi
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (stat.ML)
[350]  arXiv:2405.06835 (cross-list from cs.LG) [pdf, other]
Title: Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs
Authors: Harsh Patel, Buvaneswari A. Ramanan, Manzoor A. Khan, Thomas Williams, Brian Friedman, Lawrence Drabeck
Comments: The work was completed during 2Q, 3Q of Year 2023, when WizardCoder was the top performing Open source LLM for coding. Newer and better models have emerged since then. The processes and methodologies utilized for this benchmarking can still be utilized for evaluating the current SoTA models
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
[351]  arXiv:2405.06823 (cross-list from cs.CR) [pdf, other]
Title: PLeak: Prompt Leaking Attacks against Large Language Model Applications
Authors: Bo Hui, Haolin Yuan, Neil Gong, Philippe Burlina, Yinzhi Cao
Comments: To appear in the Proceedings of The ACM Conference on Computer and Communications Security (CCS), 2024
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[352]  arXiv:2405.06822 (cross-list from cs.LG) [pdf, other]
Title: MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
Authors: Luyuan Xie, Manqing Lin, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu
Comments: This paper is accepted by ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[353]  arXiv:2405.06808 (cross-list from q-fin.RM) [pdf, other]
Title: Large Language Model in Financial Regulatory Interpretation
Authors: Zhiyu Cao, Zachary Feinstein
Subjects: Risk Management (q-fin.RM); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[354]  arXiv:2405.06802 (cross-list from cs.CL) [pdf, ps, other]
Title: Summarizing Radiology Reports Findings into Impressions
Authors: Raul Salles de Padua, Imran Qureshi
Comments: 10 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[355]  arXiv:2405.06783 (cross-list from cs.HC) [pdf, other]
Title: BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies
Authors: Rock Yuren Pang, Sebastin Santy, René Just, Katharina Reinecke
Comments: To appear in the Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24), May 11--16, 2024, Honolulu, HI, USA
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[356]  arXiv:2405.06780 (cross-list from cs.LG) [pdf, other]
Title: Deep MMD Gradient Flow without adversarial training
Authors: Alexandre Galashov, Valentin de Bortoli, Arthur Gretton
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[357]  arXiv:2405.06772 (cross-list from cs.CR) [pdf, other]
Title: CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM
Authors: Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar
Comments: Published in 2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC), Conference Date: 07-09 February 2024
Journal-ref: 2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC), Houston, TX, USA, 2024, pp. 1-12
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[358]  arXiv:2405.06760 (cross-list from cs.CL) [pdf, ps, other]
Title: Opportunities for Persian Digital Humanities Research with Artificial Intelligence Language Models; Case Study: Forough Farrokhzad
Authors: Arash Rasti Meymandi, Zahra Hosseini, Sina Davari, Abolfazl Moshiri, Shabnam Rahimi-Golkhandan, Khashayar Namdar, Nikta Feizi, Mohamad Tavakoli-Targhi, Farzad Khalvati
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[359]  arXiv:2405.06725 (cross-list from q-bio.NC) [pdf, other]
Title: On the Shape of Brainscores for Large Language Models (LLMs)
Authors: Jingkai Li
Comments: Published as a workshop paper at ICLR AGI Workshop 2024
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[360]  arXiv:2405.06724 (cross-list from q-bio.MN) [pdf, other]
Title: Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models
Authors: Lun Ai, Stephen H. Muggleton, Shi-Shun Liang, Geoff S. Baldwin
Subjects: Molecular Networks (q-bio.MN); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[361]  arXiv:2405.06721 (cross-list from cs.LG) [pdf, other]
Title: Kolmogorov-Arnold Networks are Radial Basis Function Networks
Authors: Ziyao Li
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[362]  arXiv:2405.06719 (cross-list from cs.CL) [pdf, ps, other]
Title: Enhancing Traffic Prediction with Textual Data Using Large Language Models
Authors: Xiannan Huang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[363]  arXiv:2405.06715 (cross-list from cs.CL) [pdf, other]
Title: Enhancing Creativity in Large Language Models through Associative Thinking Strategies
Authors: Pronita Mehrotra, Aishni Parab, Sumit Gulwani
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[364]  arXiv:2405.06714 (cross-list from cs.CL) [pdf, other]
Title: Towards a Path Dependent Account of Category Fluency
Authors: David Heineman, Reba Koenen, Sashank Varma
Comments: To appear at CogSci 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[365]  arXiv:2405.06713 (cross-list from cs.CL) [pdf, ps, other]
Title: Unveiling the Competitive Dynamics: A Comparative Evaluation of American and Chinese LLMs
Authors: Zhenhui Jiang, Jiaxin Li, Yang Liu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[366]  arXiv:2405.06712 (cross-list from cs.CL) [pdf, other]
Title: Digital Diagnostics: The Potential Of Large Language Models In Recognizing Symptoms Of Common Illnesses
Authors: Gaurav Kumar Gupta, Aditi Singh, Sijo Valayakkad Manikandan, Abul Ehtesham
Comments: 14 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[367]  arXiv:2405.06710 (cross-list from cs.CL) [pdf, other]
Title: Mobile Sequencers
Authors: Cem Bozsahin
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[368]  arXiv:2405.06709 (cross-list from cs.CL) [pdf, other]
Title: Evaluating the Efficacy of AI Techniques in Textual Anonymization: A Comparative Study
Authors: Dimitris Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Konstantinos E. Psannis, Nikoleta Karditsioti, Theocharis Saoulidis, Panagiotis Sarigiannidis
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[369]  arXiv:2405.06708 (cross-list from q-bio.GN) [pdf, other]
Title: LangCell: Language-Cell Pre-training for Cell Identity Understanding
Authors: Suyuan Zhao, Jiahuan Zhang, Yizhen Luo, Yushuai Wu, Zaiqing Nie
Comments: 27 pages, 21 figures, conference
Subjects: Genomics (q-bio.GN); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[370]  arXiv:2405.06707 (cross-list from cs.CL) [pdf, other]
Title: Hypothesis Testing Prompting Improves Deductive Reasoning in Large Language Models
Authors: Yitian Li, Jidong Tian, Hao He, Yaohui Jin
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[371]  arXiv:2405.06706 (cross-list from cs.CL) [pdf, other]
Title: Exploring the Capabilities of Large Multimodal Models on Dense Text
Authors: Shuo Zhang, Biao Yang, Zhang Li, Zhiyin Ma, Yuliang Liu, Xiang Bai
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[372]  arXiv:2405.06705 (cross-list from cs.CL) [pdf, other]
Title: LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought
Authors: Zhuoxuan Jiang, Haoyuan Peng, Shanshan Feng, Fan Li, Dongsheng Li
Comments: To appear at IJCAI 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[373]  arXiv:2405.06704 (cross-list from cs.CL) [pdf, other]
Title: Enhanced Review Detection and Recognition: A Platform-Agnostic Approach with Application to Online Commerce
Authors: Priyabrata Karmakar, John Hawkins
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[374]  arXiv:2405.06703 (cross-list from cs.CL) [pdf, other]
Title: Interpretable Cross-Examination Technique (ICE-T): Using highly informative features to boost LLM performance
Authors: Goran Muric, Ben Delay, Steven Minton
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[375]  arXiv:2405.06701 (cross-list from cs.CL) [pdf, other]
Title: Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents
Authors: Yanfei Dong, Lambert Deng, Jiazheng Zhang, Xiaodong Yu, Ting Lin, Francesco Gelli, Soujanya Poria, Wee Sun Lee
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[376]  arXiv:2405.06700 (cross-list from physics.soc-ph) [pdf, ps, other]
Title: LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities
Authors: Onder Gurcan
Comments: 11 pages, 0 figures, Hybrid Human Artificial Intelligence (HHAI) 2024
Subjects: Physics and Society (physics.soc-ph); Artificial Intelligence (cs.AI)
[377]  arXiv:2405.06699 (cross-list from cs.CL) [pdf, ps, other]
Title: ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering
Authors: Haiyang Tang, Dongping Chen, Qingzhao Chu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[378]  arXiv:2405.06697 (cross-list from cs.CL) [pdf, other]
Title: Automated Conversion of Static to Dynamic Scheduler via Natural Language
Authors: Paul Mingzheng Tang, Kenji Kah Hoe Leong, Nowshad Shaik, Hoong Chuin Lau
Comments: 7 pages (excluding appendix), 10 figures, 3 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[379]  arXiv:2405.06696 (cross-list from cs.CL) [pdf, other]
Title: Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion
Authors: Yongxue Shan, Jie Zhou, Jie Peng, Xin Zhou, Jiaqian Yin, Xiaodong Wang
Comments: The paper has been accepted for publication at TACL. And the arXiv version is a pre-MIT Press publication version
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[380]  arXiv:2405.06695 (cross-list from cs.CL) [pdf, ps, other]
Title: Utilizing Large Language Models to Generate Synthetic Data to Increase the Performance of BERT-Based Neural Networks
Authors: Chancellor R. Woolsey, Prakash Bisht, Joshua Rothman, Gondy Leroy
Comments: Published in 2024 American Medical Informatics Association (AMIA) Summit March 18-21
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[381]  arXiv:2405.06694 (cross-list from cs.CL) [pdf, other]
Title: SUTRA: Scalable Multilingual Language Model Architecture
Authors: Abhijit Bendale, Michael Sapienza, Steven Ripplinger, Simon Gibbs, Jaewon Lee, Pranav Mistry
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[382]  arXiv:2405.06691 (cross-list from cs.CL) [pdf, other]
Title: Fleet of Agents: Coordinated Problem Solving with Large Language Models using Genetic Particle Filtering
Authors: Akhil Arora, Lars Klein, Nearchos Potamitis, Roland Aydin, Caglar Gulcehre, Robert West
Comments: 11 pages, 1 figure, 4 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[383]  arXiv:2405.06686 (cross-list from cs.CL) [pdf, other]
Title: Word2World: Generating Stories and Worlds through Large Language Models
Authors: Muhammad U. Nasir, Steven James, Julian Togelius
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[384]  arXiv:2405.06682 (cross-list from cs.CL) [pdf, other]
Title: Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Authors: Matthew Renze, Erhan Guven
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[385]  arXiv:2405.06681 (cross-list from cs.CL) [pdf, other]
Title: Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation
Authors: Sven Jacobs, Steffen Jaschke
Comments: accepted at CSEE&T 2024: 36th International Conference on Software Engineering Education and Training, W\"urzburg, Germany
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[386]  arXiv:2405.06680 (cross-list from cs.CL) [pdf, other]
Title: Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning
Authors: Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing Huang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[387]  arXiv:2405.06677 (cross-list from cs.CL) [pdf, other]
Title: ATG: Benchmarking Automated Theorem Generation for Generative Language Models
Authors: Xiaohan Lin, Qingxing Cao, Yinya Huang, Zhicheng Yang, Zhengying Liu, Zhenguo Li, Xiaodan Liang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[388]  arXiv:2405.06676 (cross-list from cs.CL) [pdf, other]
Title: EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD
Authors: Bing-Yue Wu, Utsav Sharma, Sai Rahul Dhanvi Kankipati, Ajay Yadav, Bintu Kappil George, Sai Ritish Guntupalli, Austin Rovinski, Vidya A. Chhabria
Comments: Under review at Workshop on LLM-Aided Design (LAD'24)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR)
[389]  arXiv:2405.06674 (cross-list from cs.CL) [pdf, other]
Title: Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models
Authors: Xiaojun Chen, Tianle Wang, Tianhao Qiu, Jianbin Qin, Min Yang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[390]  arXiv:2405.06673 (cross-list from cs.CL) [pdf, other]
Title: Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records
Authors: Gyubok Lee, Sunjun Kweon, Seongsu Bae, Edward Choi
Comments: The 6th Clinical Natural Language Processing Workshop at NAACL 2024; Minor Change from Camera-Ready
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[391]  arXiv:2405.06668 (cross-list from cs.CL) [pdf, other]
Title: Exposing and Explaining Fake News On-the-Fly
Authors: Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan Carlos Burguillo
Journal-ref: Mach Learn (2024)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[392]  arXiv:2405.06663 (cross-list from q-bio.BM) [pdf, other]
Title: Protein Representation Learning by Capturing Protein Sequence-Structure-Function Relationship
Authors: Eunji Ko, Seul Lee, Minseon Kim, Dongki Kim
Comments: ICLR 2024 MLGenX Workshop (Spotlight)
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[393]  arXiv:2405.06660 (cross-list from physics.ed-ph) [pdf, other]
Title: AI and Machine Learning for Next Generation Science Assessments
Authors: Xiaoming Zhai
Comments: 18 pages, book chapter, in the book: Jiao, H., & Lissitz, R. W. (Eds.). Machine learning, natural language processing and psychometrics. Charlotte, NC: Information Age Publisher
Subjects: Physics Education (physics.ed-ph); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[394]  arXiv:2405.06659 (cross-list from q-bio.BM) [pdf, other]
Title: ControlMol: Adding Substruture Control To Molecule Diffusion Models
Authors: Qi Zhengyang, Liu Zijing, Zhang Jiying, Cao He, Li Yu
Comments: 9 pages,7 figures
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Chemical Physics (physics.chem-ph)
[395]  arXiv:2405.06658 (cross-list from q-bio.BM) [pdf, other]
Title: ProteinEngine: Empower LLM with Domain Knowledge for Protein Engineering
Authors: Yiqing Shen, Outongyi Lv, Houying Zhu, Yu Guang Wang
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[396]  arXiv:2405.06655 (cross-list from q-bio.BM) [pdf, ps, other]
Title: RNA Secondary Structure Prediction Using Transformer-Based Deep Learning Models
Authors: Yanlin Zhou, Tong Zhan, Yichao Wu, Bo Song, Chenxi Shi
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[397]  arXiv:2405.06654 (cross-list from q-bio.BM) [pdf, other]
Title: PROflow: An iterative refinement model for PROTAC-induced structure prediction
Authors: Bo Qiang, Wenxian Shi, Yuxuan Song, Menghua Wu
Comments: Published at the GEM workshop, ICLR 2024
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[398]  arXiv:2405.06650 (cross-list from cs.CL) [pdf, other]
Title: Large Language Models as Planning Domain Generators
Authors: James Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
Comments: Published at ICAPS 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[399]  arXiv:2405.06645 (cross-list from q-bio.BM) [pdf, other]
Title: On Recovering Higher-order Interactions from Protein Language Models
Authors: Darin Tsui, Amirali Aghazadeh
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[400]  arXiv:2405.06642 (cross-list from q-bio.BM) [pdf, other]
Title: PPFlow: Target-aware Peptide Design with Torsional Flow Matching
Authors: Haitao Lin, Odin Zhang, Huifeng Zhao, Dejun Jiang, Lirong Wu, Zicheng Liu, Yufei Huang, Stan Z. Li
Comments: 18 pages
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

Mon, 13 May 2024

[401]  arXiv:2405.06624 [pdf, other]
Title: Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems
Authors: David "davidad" Dalrymple, Joar Skalse, Yoshua Bengio, Stuart Russell, Max Tegmark, Sanjit Seshia, Steve Omohundro, Christian Szegedy, Ben Goldhaber, Nora Ammann, Alessandro Abate, Joe Halpern, Clark Barrett, Ding Zhao, Tan Zhi-Xuan, Jeannette Wing, Joshua Tenenbaum
Subjects: Artificial Intelligence (cs.AI)
[402]  arXiv:2405.06510 [pdf, other]
Title: UniDM: A Unified Framework for Data Manipulation with Large Language Models
Authors: Yichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou
Comments: MLSys24
Subjects: Artificial Intelligence (cs.AI)
[403]  arXiv:2405.06413 [pdf, other]
Title: Multi-level Personalized Federated Learning on Heterogeneous and Long-Tailed Data
Authors: Rongyu Zhang, Yun Chen, Chenrui Wu, Fangxin Wang, Bo Li
Comments: 14 pages, 10 figures
Subjects: Artificial Intelligence (cs.AI)
[404]  arXiv:2405.06296 [pdf, other]
Title: Fast Evaluation of DNN for Past Dataset in Incremental Learning
Authors: Naoto Sato
Subjects: Artificial Intelligence (cs.AI)
[405]  arXiv:2405.06266 [pdf, other]
Title: A Multi-Channel Spatial-Temporal Transformer Model for Traffic Flow Forecasting
Authors: Jianli Xiao, Baichao Long
Journal-ref: Xiao J, Long B. A Multi-Channel Spatial-Temporal Transformer Model for Traffic Flow Forecasting[J]. Information Sciences, 2024: 120648
Subjects: Artificial Intelligence (cs.AI)
[406]  arXiv:2405.06232 [pdf, other]
Title: Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
Authors: Tong Xiao, Jiayu Liu, Zhenya Huang, Jinze Wu, Jing Sha, Shijin Wang, Enhong Chen
Comments: IJCAI 2024 Accepted
Subjects: Artificial Intelligence (cs.AI)
[407]  arXiv:2405.06218 [pdf, ps, other]
Title: Aligning Tutor Discourse Supporting Rigorous Thinking with Tutee Content Mastery for Predicting Math Achievement
Authors: Mark Abdelshiheed, Jennifer K. Jacobs, Sidney K. D'Mello
Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)
[408]  arXiv:2405.06203 [pdf, other]
Title: A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments
Authors: Joyce Fonteles, Eduardo Davalos, Ashwin T. S., Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua Danish, Noel Enyedy, Gautam Biswas
Subjects: Artificial Intelligence (cs.AI)
[409]  arXiv:2405.06149 [pdf, other]
Title: DisBeaNet: A Deep Neural Network to augment Unmanned Surface Vessels for maritime situational awareness
Authors: Srikanth Vemula, Eulises Franco, Michael Frye
Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[410]  arXiv:2405.06109 [pdf, other]
Title: Scalable Exact Verification of Optimization Proxies for Large-Scale Optimal Power Flow
Authors: Rahul Nellikkath, Mathieu Tanneau, Pascal Van Hentenryck, Spyros Chatzivasileiadis
Subjects: Artificial Intelligence (cs.AI)
[411]  arXiv:2405.06064 [pdf, other]
Title: LLMs for XAI: Future Directions for Explaining Explanations
Authors: Alexandra Zytek, Sara Pidò, Kalyan Veeramachaneni
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[412]  arXiv:2405.06058 [pdf, other]
Title: Large Language Models Show Human-like Social Desirability Biases in Survey Responses
Authors: Aadesh Salecha, Molly E. Ireland, Shashanka Subrahmanya, João Sedoc, Lyle H. Ungar, Johannes C. Eichstaedt
Comments: 3 pages, 2 figures, submitted to PNAS Nexus
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)
[413]  arXiv:2405.06639 (cross-list from cs.LG) [pdf, other]
Title: Value Augmented Sampling for Language Model Alignment and Personalization
Authors: Seungwook Han, Idan Shenfeld, Akash Srivastava, Yoon Kim, Pulkit Agrawal
Comments: Website: this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[414]  arXiv:2405.06636 (cross-list from cs.CV) [pdf, other]
Title: Federated Document Visual Question Answering: A Pilot Study
Authors: Khanh Nguyen, Dimosthenis Karatzas
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[415]  arXiv:2405.06634 (cross-list from cs.CV) [pdf, other]
Title: Multimodal LLMs Struggle with Basic Visual Network Analysis: a VNA Benchmark
Authors: Evan M. Williams, Kathleen M. Carley
Comments: 11 pages, 3 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[416]  arXiv:2405.06627 (cross-list from cs.LG) [pdf, other]
Title: Conformal Validity Guarantees Exist for Any Data Distribution
Authors: Drew Prinster, Samuel Stanton, Anqi Liu, Suchi Saria
Comments: ICML 2024. Code available at this https URL conformal-mfcs
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[417]  arXiv:2405.06611 (cross-list from cs.HC) [pdf, other]
Title: "We are at the mercy of others' opinion": Supporting Blind People in Recreational Window Shopping with AI-infused Technology
Authors: Rie Kamikubo, Hernisa Kacorri, Chieko Asakawa
Comments: Preprint, W4A'24, Proceedings of the 21st International Web for All Conference
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[418]  arXiv:2405.06573 (cross-list from cs.SD) [pdf, other]
Title: An Investigation of Incorporating Mamba for Speech Enhancement
Authors: Rong Chao, Wen-Huang Cheng, Moreno La Quatra, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Szu-Wei Fu, Yu Tsao
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[419]  arXiv:2405.06553 (cross-list from cs.LG) [pdf, other]
Title: Scalable Property Valuation Models via Graph-based Deep Learning
Authors: Enrique Riveros, Carla Vairetti, Christian Wegmann, Santiago Truffa, Sebastián Maldonado
Comments: 18 pages, 3 figures, Submitted to Expert Systems with Applications
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[420]  arXiv:2405.06522 (cross-list from cs.LG) [pdf, other]
Title: Heterogeneous Graph Neural Networks with Loss-decrease-aware Curriculum Learning
Authors: Yili Wang
Comments: arXiv admin note: substantial text overlap with arXiv:2402.18875 by other authors
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[421]  arXiv:2405.06511 (cross-list from q-bio.QM) [pdf, other]
Title: Towards Less Biased Data-driven Scoring with Deep Learning-Based End-to-end Database Search in Tandem Mass Spectrometry
Authors: Yonghan Yu, Ming Li
Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI)
[422]  arXiv:2405.06485 (cross-list from cs.CC) [pdf, ps, other]
Title: Solving Quantified Boolean Formulas with Few Existential Variables
Authors: Leif Eriksson, Victor Lagerkvist, George Osipov, Sebastian Ordyniak, Fahad Panolan, Mateusz Rychlicki
Subjects: Computational Complexity (cs.CC); Artificial Intelligence (cs.AI)
[423]  arXiv:2405.06478 (cross-list from cs.CY) [pdf, ps, other]
Title: Attention is all they need: Cognitive science and the (techno)political economy of attention in humans and machines
Authors: Pablo González de la Torre, Marta Pérez-Verdugo, Xabier E. Barandiaran
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[424]  arXiv:2405.06459 (cross-list from cs.CL) [pdf, other]
Title: Are EEG-to-Text Models Working?
Authors: Hyejeong Jo, Yiqian Yang, Juhyeok Han, Yiqun Duan, Hui Xiong, Won Hee Lee
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[425]  arXiv:2405.06424 (cross-list from cs.CL) [pdf, other]
Title: Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation
Authors: JoonHo Lee, Jae Oh Woo, Juree Seok, Parisa Hassanzadeh, Wooseok Jang, JuYoun Son, Sima Didari, Baruch Gutow, Heng Hao, Hankyu Moon, Wenjun Hu, Yeong-Dae Kwon, Taehee Lee, Seungjai Min
Comments: Accepted to ICML 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[426]  arXiv:2405.06422 (cross-list from cs.RO) [pdf, other]
Title: Contextual Affordances for Safe Exploration in Robotic Scenarios
Authors: William Z. Ye, Eduardo B. Sandoval, Pamela Carreno-Medrano, Francisco Cru
Comments: 5 pages, 2 figures. Accepted at the 2nd Workshop on Human-aligned Reinforcement Learning for Autonomous Agents and Robots HARL, at the IEEE International Conference on Robotics and Automation ICRA, Yokohama, Japan, 2024
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[427]  arXiv:2405.06419 (cross-list from cs.LG) [pdf, other]
Title: Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
Authors: Tianxiang Zhan, Yuanpeng He, Zhen Li, Yong Deng
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[428]  arXiv:2405.06418 (cross-list from cs.LG) [pdf, other]
Title: PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning
Authors: Jaejun Lee, Minsung Hwang, Joyce Jiyoung Whang
Comments: Accepted to ICML 2024. This is not the final version of the paper. The camera-ready version will be uploaded soon
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[429]  arXiv:2405.06409 (cross-list from cs.LG) [pdf, other]
Title: Visualizing Neural Network Imagination
Authors: Nevan Wichers, Victor Tao, Riccardo Volpato, Fazl Barez
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[430]  arXiv:2405.06399 (cross-list from cs.LG) [pdf, other]
Title: Program Synthesis using Inductive Logic Programming for the Abstraction and Reasoning Corpus
Authors: Filipe Marinho Rocha, Inês Dutra, Vítor Santos Costa
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Programming Languages (cs.PL)
[431]  arXiv:2405.06394 (cross-list from cs.LG) [pdf, other]
Title: Memory Mosaics
Authors: Jianyu Zhang, Niklas Nolte, Ranajoy Sadhukhan, Beidi Chen, Léon Bottou
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[432]  arXiv:2405.06389 (cross-list from cs.CV) [pdf, other]
Title: Continual Novel Class Discovery via Feature Enhancement and Adaptation
Authors: Yifan Yu, Shaokun Wang, Yuhang He, Junzhe Chen, Yihong Gong
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[433]  arXiv:2405.06373 (cross-list from cs.CL) [pdf, other]
Title: LLM Discussion: Enhancing the Creativity of Large Language Models via Discussion Framework and Role-Play
Authors: Li-Chun Lu, Shou-Jen Chen, Tsung-Min Pai, Chan-Hung Yu, Hung-yi Lee, Shao-Hua Sun
Comments: 10 pages, 6 figures, Under review as a conference paper at COLM 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[434]  arXiv:2405.06372 (cross-list from eess.SY) [pdf, other]
Title: Intelligent Duty Cycling Management and Wake-up for Energy Harvesting IoT Networks with Correlated Activity
Authors: David E. Ruíz-Guirola, Onel L. A. López, Samuel Montejo-Sánchez, Israel Leyva Mayorga, Zhu Han, Petar Popovski
Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI)
[435]  arXiv:2405.06363 (cross-list from cs.LG) [pdf, ps, other]
Title: Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs
Authors: Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[436]  arXiv:2405.06354 (cross-list from cs.CV) [pdf, other]
Title: KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach
Authors: Teerath Kumar, Alessandra Mileo, Malika Bendechache
Comments: This paper has been accepted at 20th International Conference on Artificial Intelligence Applications and Innovations 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[437]  arXiv:2405.06329 (cross-list from cs.CY) [pdf, ps, other]
Title: ChatGPTest: opportunities and cautionary tales of utilizing AI for questionnaire pretesting
Authors: Francisco Olivos, Minhui Liu
Comments: 11 pages, 2 Figures
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI)
[438]  arXiv:2405.06321 (cross-list from cs.CL) [pdf, other]
Title: Correlation Dimension of Natural Language in a Statistical Manifold
Authors: Xin Du, Kumiko Tanaka-Ishii
Comments: Published at Physical Review Research
Journal-ref: Physical Review Research, 6(2), L022028 (2024)
Subjects: Computation and Language (cs.CL); Statistical Mechanics (cond-mat.stat-mech); Artificial Intelligence (cs.AI)
[439]  arXiv:2405.06301 (cross-list from cs.LG) [pdf, ps, other]
Title: Learning from String Sequences
Authors: David Lindsay, Sian Lindsay
Comments: 10 pages, 1 figure, 4 tables, Technical Report
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[440]  arXiv:2405.06299 (cross-list from eess.SP) [pdf, other]
Title: Cross-domain Learning Framework for Tracking Users in RIS-aided Multi-band ISAC Systems with Sparse Labeled Data
Authors: Jingzhi Hu, Dusit Niyato, Jun Luo
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI)
[441]  arXiv:2405.06295 (cross-list from cs.CL) [pdf, other]
Title: Aspect-oriented Consumer Health Answer Summarization
Authors: Rochana Chaturvedi, Abari Bhattacharya, Shweta Yadav
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[442]  arXiv:2405.06289 (cross-list from cs.SD) [pdf, other]
Title: Look Once to Hear: Target Speech Hearing with Noisy Examples
Authors: Bandhav Veluri, Malek Itani, Tuochao Chen, Takuya Yoshioka, Shyamnath Gollakota
Comments: Honorable mention at CHI 2024
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[443]  arXiv:2405.06270 (cross-list from cs.LG) [pdf, other]
Title: XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare
Authors: Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia, Eugenio di Sciascio
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[444]  arXiv:2405.06263 (cross-list from cs.LG) [pdf, other]
Title: Learning Latent Dynamic Robust Representations for World Models
Authors: Ruixiang Sun, Hongyu Zang, Xin Li, Riashat Islam
Journal-ref: ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[445]  arXiv:2405.06260 (cross-list from cs.CV) [pdf, other]
Title: Precise Apple Detection and Localization in Orchards using YOLOv5 for Robotic Harvesting Systems
Authors: Jiang Ziyue, Yin Bo, Lu Boyun
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[446]  arXiv:2405.06247 (cross-list from cs.LG) [pdf, other]
Title: Disttack: Graph Adversarial Attacks Toward Distributed GNN Training
Authors: Yuxiang Zhang, Xin Liu, Meng Wu, Wei Yan, Mingyu Yan, Xiaochun Ye, Dongrui Fan
Comments: Accepted by 30th International European Conference on Parallel and Distributed Computing(Euro-Par 2024)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[447]  arXiv:2405.06239 (cross-list from cs.CL) [pdf, other]
Title: SaudiBERT: A Large Language Model Pretrained on Saudi Dialect Corpora
Authors: Faisal Qarah
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[448]  arXiv:2405.06211 (cross-list from cs.CL) [pdf, other]
Title: A Survey on RAG Meets LLMs: Towards Retrieval-Augmented Large Language Models
Authors: Yujuan Ding, Wenqi Fan, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, Qing Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[449]  arXiv:2405.06206 (cross-list from cs.CR) [pdf, other]
Title: Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning
Authors: Yujie Zhang, Neil Gong, Michael K. Reiter
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[450]  arXiv:2405.06204 (cross-list from cs.CL) [pdf, other]
Title: HC$^2$L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding
Authors: Bowen Xing, Ivor W. Tsang
Comments: Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: text overlap with arXiv:2312.03716
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[451]  arXiv:2405.06196 (cross-list from cs.CV) [pdf, other]
Title: VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks
Authors: Manish Dhakal, Rabin Adhikari, Safal Thapaliya, Bishesh Khanal
Comments: 12 pages, 5 figures, 2 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[452]  arXiv:2405.06192 (cross-list from cs.LG) [pdf, other]
Title: Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
Authors: Xiaoyu Wen, Chenjia Bai, Kang Xu, Xudong Yu, Yang Zhang, Xuelong Li, Zhen Wang
Comments: This paper has been accepted by ICML2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[453]  arXiv:2405.06164 (cross-list from cs.SE) [pdf, other]
Title: Skeet: Towards a Lightweight Serverless Framework Supporting Modern AI-Driven App Development
Authors: Kawasaki Fumitake, Shota Kishi, James Neve
Journal-ref: Fumitake, K.; Kishi, S. and Neve, J. (2024). In Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering - ENASE
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[454]  arXiv:2405.06145 (cross-list from cs.CL) [pdf, other]
Title: Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media
Authors: Yao Ge, Sudeshna Das, Karen O'Connor, Mohammed Ali Al-Garadi, Graciela Gonzalez-Hernandez, Abeed Sarker
Comments: 7 pages, 1 figure, 4 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[455]  arXiv:2405.06087 (cross-list from cs.HC) [pdf, other]
Title: When Are Combinations of Humans and AI Useful?
Authors: Michelle Vaccaro, Abdullah Almaatouq, Thomas Malone
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[456]  arXiv:2405.06059 (cross-list from cs.CL) [pdf, other]
Title: A Mixture-of-Experts Approach to Few-Shot Task Transfer in Open-Ended Text Worlds
Authors: Christopher Z. Cui, Xiangyu Peng, Mark O. Riedl
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[457]  arXiv:2405.06038 (cross-list from cs.LG) [pdf, other]
Title: From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks
Authors: Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li
Comments: This manuscript is the accepted version for TNNLS(IEEE Transactions on Neural Networks and Learning Systems)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[458]  arXiv:2405.06004 (cross-list from physics.ao-ph) [pdf, other]
Title: EWMoE: An effective model for global weather forecasting with mixture-of-experts
Authors: Lihao Gan, Xin Man, Chenghong Zhang, Jie Shao
Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[459]  arXiv:2405.06001 (cross-list from cs.LG) [pdf, other]
Title: LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models
Authors: Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Yunchen Zhang, Xianglong Liu, Dacheng Tao
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[460]  arXiv:2405.05993 (cross-list from cs.LG) [pdf, ps, other]
Title: Precision Rehabilitation for Patients Post-Stroke based on Electronic Health Records and Machine Learning
Authors: Fengyi Gao, Xingyu Zhang, Sonish Sivarajkumar, Parker Denny, Bayan Aldhahwani, Shyam Visweswaran, Ryan Shi, William Hogan, Allyn Bove, Yanshan Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[461]  arXiv:2405.05991 (cross-list from cs.LG) [pdf, other]
Title: Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning
Authors: Xiaoli Tang, Han Yu, Xiaoxiao Li
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT)
[462]  arXiv:2405.05990 (cross-list from cs.CR) [pdf, other]
Title: Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models
Authors: Yang Bai, Ge Pei, Jindong Gu, Yong Yang, Xingjun Ma
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[463]  arXiv:2405.05989 (cross-list from cs.LG) [pdf, other]
Title: Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction
Authors: Hui Song, Zheng Miao, Ali Babalhavaeji, Saman Mehrnia, Mahdi Jalili, Xinghuo Yu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[464]  arXiv:2405.05985 (cross-list from cs.LG) [pdf, other]
Title: TrafficGPT: Towards Multi-Scale Traffic Analysis and Generation with Spatial-Temporal Agent Framework
Authors: Jinhui Ouyang, Yijie Zhu, Xiang Yuan, Di Wu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[465]  arXiv:2405.05984 (cross-list from cs.LG) [pdf, other]
Title: Few-Shot Class Incremental Learning via Robust Transformer Approach
Authors: Naeem Paeedeh, Mahardhika Pratama, Sunu Wibirama, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
Comments: Under Review in Information Sciences
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[466]  arXiv:2405.05983 (cross-list from cs.CV) [pdf, ps, other]
Title: Real-Time Pill Identification for the Visually Impaired Using Deep Learning
Authors: Bo Dang, Wenchao Zhao, Yufeng Li, Danqing Ma, Qixuan Yu, Elly Yijun Zhu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[467]  arXiv:2405.05978 (cross-list from math.OC) [pdf, other]
Title: Addressing Unboundedness in Quadratically-Constrained Mixed-Integer Problems
Authors: Guy Zepko, Ofer M. Shir
Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
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