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Artificial Intelligence

Authors and titles for recent submissions

[ total of 925 entries: 1-543 | 544-925 ]
[ showing 543 entries per page: fewer | more | all ]

Tue, 28 May 2024

[1]  arXiv:2405.17372 [pdf, other]
Title: BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction
Authors: Zikang Zhou, Haibo Hu, Xinhong Chen, Jianping Wang, Nan Guan, Kui Wu, Yung-Hui Li, Yu-Kai Huang, Chun Jason Xue
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)
[2]  arXiv:2405.17345 [pdf, other]
Title: Exploring and steering the moral compass of Large Language Models
Authors: Alejandro Tlaie
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[3]  arXiv:2405.17234 [pdf, other]
Title: Benchmarking General Purpose In-Context Learning
Authors: Fan Wang, Chuan Lin, Yang Cao, Yu Kang
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[4]  arXiv:2405.17221 [pdf, other]
Title: Efficient Orchestrated AI Workflows Execution on Scale-out Spatial Architecture
Authors: Jinyi Deng, Xinru Tang, Zhiheng Yue, Guangyang Lu, Qize Yang, Jiahao Zhang, Jinxi Li, Chao Li, Shaojun Wei, Yang Hu, Shouyi Yin
Subjects: Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR)
[5]  arXiv:2405.17076 [pdf, other]
Title: Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance
Authors: Felix Brei, Johannes Frey, Lars-Peter Meyer
Comments: To appear in Proceedings of the Workshop on Linked Data-driven Resilience Research 2024 (D2R2) co-located with Extended Semantic Web Conference 2024 (ESWC 2024)
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[6]  arXiv:2405.17044 [pdf, other]
Title: Generation and human-expert evaluation of interesting research ideas using knowledge graphs and large language models
Authors: Xuemei Gu, Mario Krenn
Comments: 10 pages; 5 figures
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Digital Libraries (cs.DL); Machine Learning (cs.LG)
[7]  arXiv:2405.17009 [pdf, other]
Title: Position: Foundation Agents as the Paradigm Shift for Decision Making
Authors: Xiaoqian Liu, Xingzhou Lou, Jianbin Jiao, Junge Zhang
Comments: Accepted at ICML 2024
Subjects: Artificial Intelligence (cs.AI)
[8]  arXiv:2405.16994 [pdf, other]
Title: Vision-and-Language Navigation Generative Pretrained Transformer
Authors: Wen Hanlin
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
[9]  arXiv:2405.16929 [pdf, other]
Title: Uncertainty Management in the Construction of Knowledge Graphs: a Survey
Authors: Lucas Jarnac, Yoan Chabot, Miguel Couceiro
Subjects: Artificial Intelligence (cs.AI)
[10]  arXiv:2405.16907 [pdf, other]
Title: GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
Authors: Jaewoo Lee, Sujin Yun, Taeyoung Yun, Jinkyoo Park
Comments: Accepted (Spotlight) to ICLR 2024 Workshop on Generative Models for Decision Making. Jaewoo Lee and Sujin Yun are equal contribution authors
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[11]  arXiv:2405.16887 [pdf, ps, other]
Title: A Large Language Model-based multi-agent manufacturing system for intelligent shopfloor
Authors: Zhen Zhao, Dunbing Tang, Haihua Zhu, Zequn Zhang, Kai Chen, Changchun Liu, Yuchen Ji
Subjects: Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA); Robotics (cs.RO)
[12]  arXiv:2405.16869 [pdf, other]
Title: Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion
Authors: Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen
Comments: Work in progress. Code and data will be released at this https URL
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[13]  arXiv:2405.16751 [pdf, other]
Title: LLM-Based Cooperative Agents using Information Relevance and Plan Validation
Authors: SeungWon Seo, Junhyeok Lee, SeongRae Noh, HyeongYeop Kang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Multiagent Systems (cs.MA)
[14]  arXiv:2405.16693 [pdf, other]
Title: Detection of decision-making manipulation in the pairwise comparisons method
Authors: Michał Strada, Sebastian Ernst, Jacek Szybowski, Konrad Kułakowski
Comments: 19 pages, 5 figures, 2 tables
Subjects: Artificial Intelligence (cs.AI); Discrete Mathematics (cs.DM)
[15]  arXiv:2405.16640 [pdf, other]
Title: A Survey of Multimodal Large Language Model from A Data-centric Perspective
Authors: Tianyi Bai, Hao Liang, Binwang Wan, Ling Yang, Bozhou Li, Yifan Wang, Bin Cui, Conghui He, Binhang Yuan, Wentao Zhang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM)
[16]  arXiv:2405.16604 [pdf, ps, other]
Title: Intelligence as Computation
Authors: Oliver Brock
Comments: 30 pages, 0 figures, submitted for review to a journal
Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)
[17]  arXiv:2405.16595 [pdf, other]
Title: An Evolutionary Framework for Connect-4 as Test-Bed for Comparison of Advanced Minimax, Q-Learning and MCTS
Authors: Henry Taylor, Leonardo Stella
Comments: 8 pages, 4 figures, 1 table
Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Neural and Evolutionary Computing (cs.NE)
[18]  arXiv:2405.16588 [pdf, other]
Title: Attaining Human`s Desirable Outcomes in Human-AI Interaction via Structural Causal Games
Authors: Anjie Liu, Jianhong Wang, Haoxuan Li, Xu Chen, Jun Wang, Samuel Kaski, Mengyue Yang
Comments: 38 pages, 5 figures
Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Human-Computer Interaction (cs.HC)
[19]  arXiv:2405.16567 [pdf, other]
Title: Automatic Jailbreaking of the Text-to-Image Generative AI Systems
Authors: Minseon Kim, Hyomin Lee, Boqing Gong, Huishuai Zhang, Sung Ju Hwang
Comments: Under review
Subjects: Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[20]  arXiv:2405.16542 [pdf, other]
Title: Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model
Authors: Yang Cao, Wei Zhang
Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[21]  arXiv:2405.16510 [pdf, other]
Title: Meta-Task Planning for Language Agents
Authors: Cong Zhang, Deik Derrick Goh Xin, Dexun Li, Hao Zhang, Yong Liu
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[22]  arXiv:2405.16453 [pdf, ps, other]
Title: A Slices Perspective for Incremental Nonparametric Inference in High Dimensional State Spaces
Authors: Moshe Shienman, Ohad Levy-Or, Michael Kaess, Vadim Indelman
Comments: 8 Pages, 7 figures, Submitted to IEEE IROS 2024
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[23]  arXiv:2405.16434 [pdf, other]
Title: The Importance of Directional Feedback for LLM-based Optimizers
Authors: Allen Nie, Ching-An Cheng, Andrey Kolobov, Adith Swaminathan
Comments: Presented at Foundation Models for Decision Making at NeurIPS 2023
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[24]  arXiv:2405.16413 [pdf, other]
Title: Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models
Authors: Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[25]  arXiv:2405.16409 [pdf, other]
Title: Network Interdiction Goes Neural
Authors: Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang Zhao
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[26]  arXiv:2405.16390 [pdf, other]
Title: Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning
Authors: Shangding Gu, Bilgehan Sel, Yuhao Ding, Lu Wang, Qingwei Lin, Alois Knoll, Ming Jin
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[27]  arXiv:2405.16350 [pdf, ps, other]
Title: A Second-Order perspective on Compositionality and Incremental Learning
Authors: Angelo Porrello, Lorenzo Bonicelli, Pietro Buzzega, Monica Millunzi, Simone Calderara, Rita Cucchiara
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[28]  arXiv:2405.16334 [pdf, other]
Title: Devil's Advocate: Anticipatory Reflection for LLM Agents
Authors: Haoyu Wang, Tao Li, Zhiwei Deng, Dan Roth, Yang Li
Comments: 16 pages, 6 figures
Subjects: Artificial Intelligence (cs.AI)
[29]  arXiv:2405.16259 [pdf, ps, other]
Title: Front-propagation Algorithm: Explainable AI Technique for Extracting Linear Function Approximations from Neural Networks
Authors: Javier Viaña
Comments: 14 pages, 6 figures. Accepted for publication in: Barnabas Bede, Kelly Cohen, and Vladik Kreinovich (eds.), Proceedings of the NAFIPS International Conference on Fuzzy Systems, Soft Computing, and Explainable AI. NAFIPS'2024, South Padre Island, Texas, May 27-29, 2024
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[30]  arXiv:2405.16247 [pdf, other]
Title: AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning
Authors: Minghao Chen, Yihang Li, Yanting Yang, Shiyu Yu, Binbin Lin, Xiaofei He
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[31]  arXiv:2405.16205 [pdf, ps, other]
Title: GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases
Authors: Zhizheng Wang, Qiao Jin, Chih-Hsuan Wei, Shubo Tian, Po-Ting Lai, Qingqing Zhu, Chi-Ping Day, Christina Ross, Zhiyong Lu
Comments: 30 pages with 10 figures and/or tables
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[32]  arXiv:2405.16191 [pdf, other]
Title: Rocket Landing Control with Grid Fins and Path-following using MPC
Authors: Junhao Yu, Jiarun Wei
Subjects: Artificial Intelligence (cs.AI)
[33]  arXiv:2405.16136 [pdf, other]
Title: C3LLM: Conditional Multimodal Content Generation Using Large Language Models
Authors: Zixuan Wang, Qinkai Duan, Yu-Wing Tai, Chi-Keung Tang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[34]  arXiv:2405.16128 [pdf, other]
Title: How Well Do Deep Learning Models Capture Human Concepts? The Case of the Typicality Effect
Authors: Siddhartha K. Vemuri, Raj Sanjay Shah, Sashank Varma
Comments: To appear at CogSci 2024
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[35]  arXiv:2405.16123 [pdf, other]
Title: Retro-prob: Retrosynthetic Planning Based on a Probabilistic Model
Authors: Chengyang Tian, Yangpeng Zhang, Yang Liu
Subjects: Artificial Intelligence (cs.AI); Biomolecules (q-bio.BM)
[36]  arXiv:2405.16122 [pdf, other]
Title: Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
Authors: Zhaoxuan Wu, Xiaoqiang Lin, Zhongxiang Dai, Wenyang Hu, Yao Shu, See-Kiong Ng, Patrick Jaillet, Bryan Kian Hsiang Low
Comments: 23 pages, 1 figure, 23 tables
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Machine Learning (stat.ML)
[37]  arXiv:2405.16114 [pdf, other]
Title: Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing
Authors: Huanbai Liu, Fanlong Zhang, Yin Tan, Lian Huang, Yan Li, Guoheng Huang, Shenghong Luo, An Zeng
Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[38]  arXiv:2405.16072 [pdf, other]
Title: SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design Generation
Authors: Seyed Arash Sheikholeslam, Andre Ivanov
Comments: This work is in progress and we will be updating it
Subjects: Artificial Intelligence (cs.AI)
[39]  arXiv:2405.16051 [pdf, other]
Title: A Bi-Objective Approach to Last-Mile Delivery Routing Considering Driver Preferences
Authors: Juan Pablo Mesa, Alejandro Montoya, Raul Ramos-Pollán, Mauricio Toro
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[40]  arXiv:2405.16003 [pdf, other]
Title: Disentangling Heterogeneous Knowledge Concept Embedding for Cognitive Diagnosis on Untested Knowledge
Authors: Kui Xiao, Runtian Xing, Miao Zhang, Shunfeng Tan, Ziming Wang, Xiaolian Zhu
Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[41]  arXiv:2405.15956 [pdf, other]
Title: CFGs: Causality Constrained Counterfactual Explanations using goal-directed ASP
Authors: Sopam Dasgupta, Joaquín Arias, Elmer Salazar, Gopal Gupta
Comments: arXiv admin note: substantial text overlap with arXiv:2402.04382
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Logic in Computer Science (cs.LO)
[42]  arXiv:2405.15908 [pdf, other]
Title: Knowledge-Informed Auto-Penetration Testing Based on Reinforcement Learning with Reward Machine
Authors: Yuanliang Li, Hanzheng Dai, Jun Yan
Subjects: Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Machine Learning (cs.LG)
[43]  arXiv:2405.15907 [pdf, other]
Title: Belief-State Query Policies for Planning With Preferences Under Partial Observability
Authors: Daniel Bramblett, Siddharth Srivastava
Subjects: Artificial Intelligence (cs.AI)
[44]  arXiv:2405.15832 [pdf, other]
Title: DETECTA 2.0: Research into non-intrusive methodologies supported by Industry 4.0 enabling technologies for predictive and cyber-secure maintenance in SMEs
Authors: Álvaro Huertas-García, Javier Muñoz, Enrique De Miguel Ambite, Marcos Avilés Camarmas, José Félix Ovejero
Subjects: Artificial Intelligence (cs.AI)
[45]  arXiv:2405.15821 [pdf, other]
Title: Reinforcing Language Agents via Policy Optimization with Action Decomposition
Authors: Muning Wen, Ziyu Wan, Weinan Zhang, Jun Wang, Ying Wen
Comments: 24 pages with 9 pages are main context
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[46]  arXiv:2405.15815 [pdf, other]
Title: A social path to human-like artificial intelligence
Authors: Edgar A. Duéñez-Guzmán, Suzanne Sadedin, Jane X. Wang, Kevin R. McKee, Joel Z. Leibo
Comments: 17 pages, 2 figures, 1 box
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[47]  arXiv:2405.15808 [pdf, other]
Title: Ensuring Ground Truth Accuracy in Healthcare with the EVINCE framework
Authors: Edward Y. Chang
Comments: 23 pages, 4 tables, 4 figures
Subjects: Artificial Intelligence (cs.AI)
[48]  arXiv:2405.15804 [pdf, other]
Title: Explainable Human-AI Interaction: A Planning Perspective
Authors: Sarath Sreedharan, Anagha Kulkarni, Subbarao Kambhampati
Subjects: Artificial Intelligence (cs.AI)
[49]  arXiv:2405.15801 [pdf, ps, other]
Title: Decision-making algorithm based on the energy of interval-valued fuzzy soft sets
Authors: Ljubica Djurović, Maja Laković, Nenad Stojanović
Subjects: Artificial Intelligence (cs.AI)
[50]  arXiv:2405.15800 [pdf, other]
Title: Defeaters and Eliminative Argumentation in Assurance 2.0
Authors: Robin Bloomfield, Kate Netkachova, John Rushby
Comments: Continues work reported in arXiv 2004.10474 and arXiv 2205.04522
Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
[51]  arXiv:2405.15794 [pdf, other]
Title: Finite Groundings for ASP with Functions: A Journey through Consistency
Authors: Lukas Gerlach (TU Dresden), David Carral (LIRMM, CRISAM, UM, CNRS, BOREAL), Markus Hecher (MIT)
Comments: to be published at IJCAI 2024
Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
[52]  arXiv:2405.15789 [pdf, ps, other]
Title: Semantic Objective Functions: A distribution-aware method for adding logical constraints in deep learning
Authors: Miguel Angel Mendez-Lucero, Enrique Bojorquez Gallardo, Vaishak Belle
Comments: 12 pages,4 figures
Subjects: Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (cs.LG); Logic in Computer Science (cs.LO)
[53]  arXiv:2405.17430 (cross-list from cs.CV) [pdf, other]
Title: Matryoshka Multimodal Models
Authors: Mu Cai, Jianwei Yang, Jianfeng Gao, Yong Jae Lee
Comments: Project Page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[54]  arXiv:2405.17429 (cross-list from cs.CV) [pdf, other]
Title: GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction
Authors: Yuanhui Huang, Wenzhao Zheng, Yunpeng Zhang, Jie Zhou, Jiwen Lu
Comments: Code is available at: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[55]  arXiv:2405.17428 (cross-list from cs.CL) [pdf, other]
Title: NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
Authors: Chankyu Lee, Rajarshi Roy, Mengyao Xu, Jonathan Raiman, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[56]  arXiv:2405.17422 (cross-list from cs.CV) [pdf, other]
Title: Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection
Authors: Shuai Zeng, Wenzhao Zheng, Jiwen Lu, Haibin Yan
Comments: Code is available at: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[57]  arXiv:2405.17419 (cross-list from cs.CV) [pdf, other]
Title: MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
Authors: Hao Dong, Yue Zhao, Eleni Chatzi, Olga Fink
Comments: Code and MultiOOD benchmark: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[58]  arXiv:2405.17413 (cross-list from cs.SD) [pdf, ps, other]
Title: Enhancing Music Genre Classification through Multi-Algorithm Analysis and User-Friendly Visualization
Authors: Navin Kamuni, Dheerendra Panwar
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[59]  arXiv:2405.17412 (cross-list from stat.ML) [pdf, other]
Title: Towards One Model for Classical Dimensionality Reduction: A Probabilistic Perspective on UMAP and t-SNE
Authors: Aditya Ravuri, Neil D. Lawrence
Comments: Workshop preprint
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[60]  arXiv:2405.17404 (cross-list from cs.LG) [pdf, other]
Title: Spectral Greedy Coresets for Graph Neural Networks
Authors: Mucong Ding, Yinhan He, Jundong Li, Furong Huang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[61]  arXiv:2405.17403 (cross-list from cs.LG) [pdf, other]
Title: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
Authors: Kai Wang, Yukun Zhou, Mingjia Shi, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Hanwang Zhang, Yang You
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[62]  arXiv:2405.17399 (cross-list from cs.LG) [pdf, other]
Title: Transformers Can Do Arithmetic with the Right Embeddings
Authors: Sean McLeish, Arpit Bansal, Alex Stein, Neel Jain, John Kirchenbauer, Brian R. Bartoldson, Bhavya Kailkhura, Abhinav Bhatele, Jonas Geiping, Avi Schwarzschild, Tom Goldstein
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[63]  arXiv:2405.17398 (cross-list from cs.CV) [pdf, other]
Title: Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability
Authors: Shenyuan Gao, Jiazhi Yang, Li Chen, Kashyap Chitta, Yihang Qiu, Andreas Geiger, Jun Zhang, Hongyang Li
Comments: Code and model: this https URL, video demos: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[64]  arXiv:2405.17386 (cross-list from cs.CL) [pdf, other]
Title: MindMerger: Efficient Boosting LLM Reasoning in non-English Languages
Authors: Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[65]  arXiv:2405.17358 (cross-list from cs.LG) [pdf, other]
Title: Rethinking Transformers in Solving POMDPs
Authors: Chenhao Lu, Ruizhe Shi, Yuyao Liu, Kaizhe Hu, Simon S. Du, Huazhe Xu
Comments: Accepted by ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[66]  arXiv:2405.17346 (cross-list from cs.LG) [pdf, other]
Title: Prompt Optimization with Human Feedback
Authors: Xiaoqiang Lin, Zhongxiang Dai, Arun Verma, See-Kiong Ng, Patrick Jaillet, Bryan Kian Hsiang Low
Comments: Preprint, 18 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[67]  arXiv:2405.17337 (cross-list from cs.CL) [pdf, other]
Title: Cost-efficient Knowledge-based Question Answering with Large Language Models
Authors: Junnan Dong, Qinggang Zhang, Chuang Zhou, Hao Chen, Daochen Zha, Xiao Huang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[68]  arXiv:2405.17324 (cross-list from cs.LG) [pdf, other]
Title: Leveraging Offline Data in Linear Latent Bandits
Authors: Chinmaya Kausik, Kevin Tan, Ambuj Tewari
Comments: 40 pages. 14 pages for main paper, 26 pages for references + appendix
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[69]  arXiv:2405.17293 (cross-list from cs.LG) [pdf, other]
Title: Efficient Ensembles Improve Training Data Attribution
Authors: Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi Ma
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[70]  arXiv:2405.17287 (cross-list from cs.LG) [pdf, other]
Title: Opinion-Guided Reinforcement Learning
Authors: Kyanna Dagenais, Istvan David
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[71]  arXiv:2405.17284 (cross-list from cs.CL) [pdf, ps, other]
Title: An NLP Crosswalk Between the Common Core State Standards and NAEP Item Specifications
Authors: Gregory Camilli
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[72]  arXiv:2405.17279 (cross-list from cs.RO) [pdf, ps, other]
Title: Socially-Aware Shared Control Navigation for Assistive Mobile Robots in the Built Environment
Authors: Yifan Xu, Qianwei Wang, Vineet Kamat, Carol Menassa
Comments: 42 pages, 14 figures
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[73]  arXiv:2405.17272 (cross-list from cs.LG) [pdf, other]
Title: DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems
Authors: Zhi Zheng, Shunyu Yao, Zhenkun Wang, Xialiang Tong, Mingxuan Yuan, Ke Tang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[74]  arXiv:2405.17258 (cross-list from cs.LG) [pdf, other]
Title: $\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning
Authors: Runqian Wang, Soumya Ghosh, David Cox, Diego Antognini, Aude Oliva, Rogerio Feris, Leonid Karlinsky
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[75]  arXiv:2405.17253 (cross-list from cs.LG) [pdf, other]
Title: Gaussian Embedding of Temporal Networks
Authors: Raphaël Romero, Jefrey Lijffijt, Riccardo Rastelli, Marco Corneli, Tijl De Bie
Journal-ref: IEEE Access ( Volume: 11, 2023) Page(s): 117971 - 117983
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[76]  arXiv:2405.17249 (cross-list from cs.CL) [pdf, other]
Title: Assessing LLMs Suitability for Knowledge Graph Completion
Authors: Vasile Ionut Remus Iga, Gheorghe Cosmin Silaghi
Comments: Evaluating Mixtral-8x7B-Instruct-v0.1 and gpt-3.5-turbo-0125 for Knowledge Graph Completion task with prompts formatted according to the TELeR taxonomy
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[77]  arXiv:2405.17245 (cross-list from cs.DC) [pdf, other]
Title: Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference
Authors: Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Comments: Accepted by IEEE International Conference on Computer Communications 2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI)
[78]  arXiv:2405.17243 (cross-list from cs.LG) [pdf, other]
Title: Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning
Authors: Adriana Hugessen, Roger Creus Castanyer, Faisal Mohamed, Glen Berseth
Comments: Published at the Reinforcement Learning Conference 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[79]  arXiv:2405.17216 (cross-list from cs.LG) [pdf, other]
Title: Autoformalizing Euclidean Geometry
Authors: Logan Murphy, Kaiyu Yang, Jialiang Sun, Zhaoyu Li, Anima Anandkumar, Xujie Si
Comments: Accepted to ICML 2024. The first two authors contributed equally
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO); Machine Learning (stat.ML)
[80]  arXiv:2405.17209 (cross-list from cs.LG) [pdf, other]
Title: How Do Transformers "Do" Physics? Investigating the Simple Harmonic Oscillator
Authors: Subhash Kantamneni, Ziming Liu, Max Tegmark
Comments: 9 pages, 9 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[81]  arXiv:2405.17202 (cross-list from cs.CL) [pdf, other]
Title: Efficient multi-prompt evaluation of LLMs
Authors: Felipe Maia Polo, Ronald Xu, Lucas Weber, Mírian Silva, Onkar Bhardwaj, Leshem Choshen, Allysson Flavio Melo de Oliveira, Yuekai Sun, Mikhail Yurochkin
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Machine Learning (stat.ML)
[82]  arXiv:2405.17187 (cross-list from cs.CV) [pdf, other]
Title: Memorize What Matters: Emergent Scene Decomposition from Multitraverse
Authors: Yiming Li, Zehong Wang, Yue Wang, Zhiding Yu, Zan Gojcic, Marco Pavone, Chen Feng, Jose M. Alvarez
Comments: Project page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[83]  arXiv:2405.17182 (cross-list from cs.SI) [pdf, other]
Title: Exploring the Performance of Continuous-Time Dynamic Link Prediction Algorithms
Authors: Raphaël Romero, Maarten Buyl, Tijl De Bie, Jefrey Lijffijt
Journal-ref: Appl. Sci. 2024, 14(8), 3516
Subjects: Social and Information Networks (cs.SI); Artificial Intelligence (cs.AI)
[84]  arXiv:2405.17176 (cross-list from cs.GR) [pdf, other]
Title: DreamMat: High-quality PBR Material Generation with Geometry- and Light-aware Diffusion Models
Authors: Yuqing Zhang, Yuan Liu, Zhiyu Xie, Lei Yang, Zhongyuan Liu, Mengzhou Yang, Runze Zhang, Qilong Kou, Cheng Lin, Wenping Wang, Xiaogang Jin
Comments: Accepted to SIGGRAPH 2024
Subjects: Graphics (cs.GR); Artificial Intelligence (cs.AI)
[85]  arXiv:2405.17152 (cross-list from cs.MA) [pdf, other]
Title: CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
Authors: Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao
Comments: Accepted by KDD 2024
Subjects: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI)
[86]  arXiv:2405.17139 (cross-list from cs.CV) [pdf, other]
Title: Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
Authors: Cristian Rodriguez-Opazo, Ehsan Abbasnejad, Damien Teney, Edison Marrese-Taylor, Hamed Damirchi, Anton van den Hengel
Comments: arXiv admin note: substantial text overlap with arXiv:2312.14400
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[87]  arXiv:2405.17129 (cross-list from cs.CL) [pdf, other]
Title: TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection
Authors: Long Cheng, Qihao Shao, Christine Zhao, Sheng Bi, Gina-Anne Levow
Comments: (Under review) Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[88]  arXiv:2405.17116 (cross-list from cs.CL) [pdf, ps, other]
Title: Mixtures of Unsupervised Lexicon Classification
Authors: Peratham Wiriyathammabhum
Comments: A draft on lexicon classification unsupervised learning. It shows that aggregating lexicon scores is equivalent to a finite mixture of multinomial Naive Bayes models. A very preliminary work of a few days man-hours, like a weekly report/note, but might be useful
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[89]  arXiv:2405.17110 (cross-list from cs.CV) [pdf, other]
Title: Superpixelwise Low-rank Approximation based Partial Label Learning for Hyperspectral Image Classification
Authors: Shujun Yang, Yu Zhang, Yao Ding, Danfeng Hong
Comments: 0
Journal-ref: journal={IEEE Geoscience and Remote Sensing Letters}, year={2023}, publisher={IEEE}
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[90]  arXiv:2405.17104 (cross-list from cs.CV) [pdf, other]
Title: LLM-Optic: Unveiling the Capabilities of Large Language Models for Universal Visual Grounding
Authors: Haoyu Zhao, Wenhang Ge, Ying-cong Chen
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[91]  arXiv:2405.17103 (cross-list from cs.CL) [pdf, other]
Title: Empowering Character-level Text Infilling by Eliminating Sub-Tokens
Authors: Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Hongsheng Li
Comments: Accepted to ACL 2024 (main conference)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[92]  arXiv:2405.17097 (cross-list from cs.CV) [pdf, ps, other]
Title: Evaluation of Multi-task Uncertainties in Joint Semantic Segmentation and Monocular Depth Estimation
Authors: Steven Landgraf, Markus Hillemann, Theodor Kapler, Markus Ulrich
Comments: Submitted to Forum Bildverarbeitung 2024. arXiv admin note: substantial text overlap with arXiv:2402.10580
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[93]  arXiv:2405.17088 (cross-list from cs.LG) [pdf, other]
Title: Phase Transitions in the Output Distribution of Large Language Models
Authors: Julian Arnold, Flemming Holtorf, Frank Schäfer, Niels Lörch
Comments: 21 pages, 4 figures
Subjects: Machine Learning (cs.LG); Statistical Mechanics (cond-mat.stat-mech); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[94]  arXiv:2405.17072 (cross-list from cs.LO) [pdf, other]
Title: A novel framework for systematic propositional formula simplification based on existential graphs
Authors: Jordina Francès de Mas, Juliana Bowles
Comments: 19 pages, 12 figures. Under consideration in Theory and Practice of Logic Programming (TPLP)
Subjects: Logic in Computer Science (cs.LO); Artificial Intelligence (cs.AI); Logic (math.LO)
[95]  arXiv:2405.17067 (cross-list from cs.CL) [pdf, other]
Title: Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization
Authors: Dixuan Wang, Yanda Li, Junyuan Jiang, Zepeng Ding, Guochao Jiang, Jiaqing Liang, Deqing Yang
Comments: 17 pages, 3 figures, this paper is submitted to neurips 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[96]  arXiv:2405.17060 (cross-list from quant-ph) [pdf, other]
Title: Graph Neural Networks on Quantum Computers
Authors: Yidong Liao, Xiao-Ming Zhang, Chris Ferrie
Comments: 50 Pages, 22 Figures
Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[97]  arXiv:2405.17057 (cross-list from cs.CL) [pdf, other]
Title: ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation
Authors: Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Aojun Zhou, Junting Pan, Hongsheng Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[98]  arXiv:2405.17053 (cross-list from cs.NI) [pdf, other]
Title: WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence
Authors: Jiawei Shao, Jingwen Tong, Qiong Wu, Wei Guo, Zijian Li, Zehong Lin, Jun Zhang
Subjects: Networking and Internet Architecture (cs.NI); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[99]  arXiv:2405.17051 (cross-list from cs.LG) [pdf, other]
Title: BeamVQ: Aligning Space-Time Forecasting Model via Self-training on Physics-aware Metrics
Authors: Hao Wu, Xingjian Shi, Ziyue Huang, Penghao Zhao, Wei Xiong, Jinbao Xue, Yangyu Tao, Xiaomeng Huang, Weiyan Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[100]  arXiv:2405.17038 (cross-list from cs.HC) [pdf, other]
Title: Advancements in Tactile Hand Gesture Recognition for Enhanced Human-Machine Interaction
Authors: Chiara Fumelli, Anirvan Dutta, Mohsen Kaboli
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[101]  arXiv:2405.17034 (cross-list from cs.LG) [pdf, other]
Title: FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks
Authors: Renqiang Luo, Huafei Huang, Shuo Yu, Zhuoyang Han, Estrid He, Xiuzhen Zhang, Feng Xia
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[102]  arXiv:2405.17025 (cross-list from cs.AR) [pdf, other]
Title: SWAT: Scalable and Efficient Window Attention-based Transformers Acceleration on FPGAs
Authors: Zhenyu Bai, Pranav Dangi, Huize Li, Tulika Mitra
Comments: Accepeted paper for DAC'22
Subjects: Hardware Architecture (cs.AR); Artificial Intelligence (cs.AI)
[103]  arXiv:2405.17022 (cross-list from cs.CV) [pdf, other]
Title: Compositional Few-Shot Class-Incremental Learning
Authors: Yixiong Zou, Shanghang Zhang, Haichen Zhou, Yuhua Li, Ruixuan Li
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[104]  arXiv:2405.16964 (cross-list from cs.CL) [pdf, other]
Title: Exploring the LLM Journey from Cognition to Expression with Linear Representations
Authors: Yuzi Yan, Jialian Li, Yipin Zhang, Dong Yan
Comments: Published in ICML 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[105]  arXiv:2405.16961 (cross-list from eess.IV) [pdf, other]
Title: Blind Data Adaptation to tackle Covariate Shift in Operational Steganalysis
Authors: Rony Abecidan (CRIStAL), Vincent Itier (IMT Nord Europe, CRIStAL), Jérémie Boulanger (CRIStAL), Patrick Bas (CRIStAL), Tomáš Pevný (CTU)
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Multimedia (cs.MM)
[106]  arXiv:2405.16956 (cross-list from cs.LG) [pdf, other]
Title: Functional Programming Paradigm of Python for Scientific Computation Pipeline Integration
Authors: Chen Zhang, Lecheng Jia, Wei Zhang, Ning Wen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Software Engineering (cs.SE)
[107]  arXiv:2405.16946 (cross-list from q-bio.NC) [pdf, other]
Title: Biological Neurons Compete with Deep Reinforcement Learning in Sample Efficiency in a Simulated Gameworld
Authors: Moein Khajehnejad, Forough Habibollahi, Aswin Paul, Adeel Razi, Brett J. Kagan
Comments: 13 Pages, 6 Figures - 38 Supplementary Pages, 6 Supplementary Figures, 4 Supplementary Tables
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI)
[108]  arXiv:2405.16922 (cross-list from q-bio.NC) [pdf, other]
Title: Theories of synaptic memory consolidation and intelligent plasticity for continual learning
Authors: Friedemann Zenke, Axel Laborieux
Comments: An introductory-level book chapter. 34 pages, 14 figures
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[109]  arXiv:2405.16919 (cross-list from cs.CV) [pdf, other]
Title: VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
Authors: Zejun Li, Ruipu Luo, Jiwen Zhang, Minghui Qiu, Zhongyu Wei
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[110]  arXiv:2405.16899 (cross-list from cs.LG) [pdf, other]
Title: Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents
Authors: Safa Alver, Ali Rahimi-Kalahroudi, Doina Precup
Comments: Published as a conference paper at CoLLAs 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[111]  arXiv:2405.16883 (cross-list from cs.LG) [pdf, other]
Title: Scorch: A Library for Sparse Deep Learning
Authors: Bobby Yan, Alexander J. Root, Trevor Gale, David Broman, Fredrik Kjolstad
Comments: 25 pages, 8 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Mathematical Software (cs.MS); Programming Languages (cs.PL)
[112]  arXiv:2405.16879 (cross-list from cs.LG) [pdf, other]
Title: Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
Authors: Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[113]  arXiv:2405.16877 (cross-list from cs.LG) [pdf, other]
Title: Are Self-Attentions Effective for Time Series Forecasting?
Authors: Dongbin Kim, Jinseong Park, Jaewook Lee, Hoki Kim
Comments: 20 pages, 14 figures, 13 tables. Submitted to NeurIPS 2024 (under review)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[114]  arXiv:2405.16876 (cross-list from cs.LG) [pdf, other]
Title: Transfer Learning for Diffusion Models
Authors: Yidong Ouyang, Liyan Xie, Hongyuan Zha, Guang Cheng
Comments: 24 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[115]  arXiv:2405.16867 (cross-list from cs.RO) [pdf, other]
Title: Clustering-based Learning for UAV Tracking and Pose Estimation
Authors: Jiaping Xiao, Phumrapee Pisutsin, Cheng Wen Tsao, Mir Feroskhan
Comments: Submitted Report of CVPR 2024 UG2+ Challenge Track 5
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[116]  arXiv:2405.16860 (cross-list from cs.CV) [pdf, other]
Title: Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language Tasks
Authors: Yunqi Zhang, Songda Li, Chunyuan Deng, Luyi Wang, Hui Zhao
Comments: Accept to NAACL 2024(main)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[117]  arXiv:2405.16852 (cross-list from cs.LG) [pdf, other]
Title: EM Distillation for One-step Diffusion Models
Authors: Sirui Xie, Zhisheng Xiao, Diederik P Kingma, Tingbo Hou, Ying Nian Wu, Kevin Patrick Murphy, Tim Salimans, Ben Poole, Ruiqi Gao
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[118]  arXiv:2405.16851 (cross-list from cs.NE) [pdf, other]
Title: Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
Authors: Mingqing Xiao, Yixin Zhu, Di He, Zhouchen Lin
Comments: Accepted by ICML 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[119]  arXiv:2405.16847 (cross-list from cs.CV) [pdf, other]
Title: TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction
Authors: Yinda Chen, Haoyuan Shi, Xiaoyu Liu, Te Shi, Ruobing Zhang, Dong Liu, Zhiwei Xiong, Feng Wu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[120]  arXiv:2405.16836 (cross-list from cs.LG) [pdf, other]
Title: Enhancing Fast Feed Forward Networks with Load Balancing and a Master Leaf Node
Authors: Andreas Charalampopoulos, Nikolas Chatzis, Foivos Ntoulas-Panagiotopoulos, Charilaos Papaioannou, Alexandros Potamianos
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[121]  arXiv:2405.16830 (cross-list from cs.RO) [pdf, other]
Title: Structured Graph Network for Constrained Robot Crowd Navigation with Low Fidelity Simulation
Authors: Shuijing Liu, Kaiwen Hong, Neeloy Chakraborty, Katherine Driggs-Campbell
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[122]  arXiv:2405.16823 (cross-list from cs.CV) [pdf, other]
Title: Unified Editing of Panorama, 3D Scenes, and Videos Through Disentangled Self-Attention Injection
Authors: Gihyun Kwon, Jangho Park, Jong Chul Ye
Comments: Project Page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[123]  arXiv:2405.16820 (cross-list from cs.LG) [pdf, other]
Title: Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings
Authors: Robert Wolfe, Isaac Slaughter, Bin Han, Bingbing Wen, Yiwei Yang, Lucas Rosenblatt, Bernease Herman, Eva Brown, Zening Qu, Nic Weber, Bill Howe
Comments: Accepted at the ACM Conference on Fairness, Accountability, and Transparency (FAccT) 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)
[124]  arXiv:2405.16807 (cross-list from cs.CV) [pdf, other]
Title: Extreme Compression of Adaptive Neural Images
Authors: Leo Hoshikawa, Marcos V. Conde, Takeshi Ohashi, Atsushi Irie
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Graphics (cs.GR); Multimedia (cs.MM)
[125]  arXiv:2405.16806 (cross-list from cs.CL) [pdf, other]
Title: Entity Alignment with Noisy Annotations from Large Language Models
Authors: Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Qing Li, Xiao Huang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[126]  arXiv:2405.16800 (cross-list from cs.LG) [pdf, other]
Title: TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations
Authors: Zheng Zhang, Yuntong Hu, Bo Pan, Chen Ling, Liang Zhao
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[127]  arXiv:2405.16797 (cross-list from cs.SD) [pdf, ps, other]
Title: A Real-Time Voice Activity Detection Based On Lightweight Neural
Authors: Jidong Jia, Pei Zhao, Di Wang
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[128]  arXiv:2405.16792 (cross-list from cs.LO) [pdf, other]
Title: Laurel: Generating Dafny Assertions Using Large Language Models
Authors: Eric Mugnier, Emmanuel Anaya Gonzalez, Ranjit Jhala, Nadia Polikarpova, Yuanyuan Zhou
Comments: 10 pages, under review
Subjects: Logic in Computer Science (cs.LO); Artificial Intelligence (cs.AI)
[129]  arXiv:2405.16783 (cross-list from cs.CR) [pdf, other]
Title: TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models
Authors: Yuzhou. Nie, Yanting. Wang, Jinyuan. Jia, Michael J. De Lucia, Nathaniel D. Bastian, Wenbo. Guo, Dawn. Song
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[130]  arXiv:2405.16766 (cross-list from cs.CV) [pdf, other]
Title: Reframing the Relationship in Out-of-Distribution Detection
Authors: YuXiao Lee, Xiaofeng Cao
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[131]  arXiv:2405.16761 (cross-list from cs.CV) [pdf, other]
Title: Masked Face Recognition with Generative-to-Discriminative Representations
Authors: Shiming Ge, Weijia Guo, Chenyu Li, Junzheng Zhang, Yong Li, Dan Zeng
Comments: Accepted by International Conference on Machine Learning 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[132]  arXiv:2405.16755 (cross-list from cs.LG) [pdf, other]
Title: CHESS: Contextual Harnessing for Efficient SQL Synthesis
Authors: Shayan Talaei, Mohammadreza Pourreza, Yu-Chen Chang, Azalia Mirhoseini, Amin Saberi
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Databases (cs.DB)
[133]  arXiv:2405.16752 (cross-list from cs.LG) [pdf, other]
Title: Model Ensembling for Constrained Optimization
Authors: Ira Globus-Harris, Varun Gupta, Michael Kearns, Aaron Roth
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[134]  arXiv:2405.16739 (cross-list from cs.LG) [pdf, other]
Title: Oracle-Efficient Reinforcement Learning for Max Value Ensembles
Authors: Marcel Hussing, Michael Kearns, Aaron Roth, Sikata Bela Sengupta, Jessica Sorrell
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[135]  arXiv:2405.16730 (cross-list from cs.LG) [pdf, other]
Title: Latent Energy-Based Odyssey: Black-Box Optimization via Expanded Exploration in the Energy-Based Latent Space
Authors: Peiyu Yu, Dinghuai Zhang, Hengzhi He, Xiaojian Ma, Ruiyao Miao, Yifan Lu, Yasi Zhang, Deqian Kong, Ruiqi Gao, Jianwen Xie, Guang Cheng, Ying Nian Wu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Applications (stat.AP)
[136]  arXiv:2405.16728 (cross-list from cs.CV) [pdf, other]
Title: Towards Multi-Task Multi-Modal Models: A Video Generative Perspective
Authors: Lijun Yu
Comments: PhD thesis
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM)
[137]  arXiv:2405.16718 (cross-list from cs.LG) [pdf, other]
Title: Amortized Active Causal Induction with Deep Reinforcement Learning
Authors: Yashas Annadani, Panagiotis Tigas, Stefan Bauer, Adam Foster
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[138]  arXiv:2405.16714 (cross-list from cs.CL) [pdf, other]
Title: Crafting Interpretable Embeddings by Asking LLMs Questions
Authors: Vinamra Benara, Chandan Singh, John X. Morris, Richard Antonello, Ion Stoica, Alexander G. Huth, Jianfeng Gao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neurons and Cognition (q-bio.NC)
[139]  arXiv:2405.16712 (cross-list from cs.LG) [pdf, other]
Title: Zamba: A Compact 7B SSM Hybrid Model
Authors: Paolo Glorioso, Quentin Anthony, Yury Tokpanov, James Whittington, Jonathan Pilault, Adam Ibrahim, Beren Millidge
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[140]  arXiv:2405.16711 (cross-list from cs.HC) [pdf, other]
Title: The AI-DEC: A Card-based Design Method for User-centered AI Explanations
Authors: Christine P Lee, Min Kyung Lee, Bilge Mutlu
Journal-ref: Designing Interactive Systems Conference, 2024, (DIS '24)
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[141]  arXiv:2405.16671 (cross-list from cs.LG) [pdf, other]
Title: Mixture of Experts Using Tensor Products
Authors: Zhan Su, Fengran Mo, Prayag Tiwari, Benyou Wang, Jian-Yun Nie, Jakob Grue Simonsen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[142]  arXiv:2405.16661 (cross-list from cs.CL) [pdf, other]
Title: RLSF: Reinforcement Learning via Symbolic Feedback
Authors: Piyush Jha, Prithwish Jana, Arnav Arora, Vijay Ganesh
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Logic in Computer Science (cs.LO)
[143]  arXiv:2405.16658 (cross-list from cs.LG) [pdf, other]
Title: Acceleration of Grokking in Learning Arithmetic Operations via Kolmogorov-Arnold Representation
Authors: Yeachan Park, Minseok Kim, Yeoneung Kim
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[144]  arXiv:2405.16655 (cross-list from cs.CR) [pdf, ps, other]
Title: Predicting Likely-Vulnerable Code Changes: Machine Learning-based Vulnerability Protections for Android Open Source Project
Authors: Keun Soo Yim
Comments: This is a preprint of an article that has been submitted to a journal for publication
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG); Software Engineering (cs.SE)
[145]  arXiv:2405.16642 (cross-list from cs.LG) [pdf, other]
Title: Pick up the PACE: A Parameter-Free Optimizer for Lifelong Reinforcement Learning
Authors: Aneesh Muppidi, Zhiyu Zhang, Heng Yang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[146]  arXiv:2405.16630 (cross-list from stat.ML) [pdf, other]
Title: Bayesian Inference with Deep Weakly Nonlinear Networks
Authors: Boris Hanin, Alexander Zlokapa
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Probability (math.PR); Data Analysis, Statistics and Probability (physics.data-an)
[147]  arXiv:2405.16610 (cross-list from cs.CV) [pdf, other]
Title: The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol
Authors: Konstanty Subbotko, Wojciech Jablonski, Piotr Bilinski
Comments: Published in CVPR-NAS 2024 workshop
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[148]  arXiv:2405.16587 (cross-list from cs.LG) [pdf, other]
Title: Cost-Effective Online Multi-LLM Selection with Versatile Reward Models
Authors: Xiangxiang Dai, Jin Li, Xutong Liu, Anqi Yu, John C.S. Lui
Comments: 29 pages, 12 figures, conference
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[149]  arXiv:2405.16585 (cross-list from cs.LG) [pdf, other]
Title: Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity
Authors: Yuhang Chen, Wenke Huang, Mang Ye
Comments: Accepted by CVPR2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[150]  arXiv:2405.16570 (cross-list from cs.CV) [pdf, other]
Title: ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling
Authors: Francesca Babiloni, Alexandros Lattas, Jiankang Deng, Stefanos Zafeiriou
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[151]  arXiv:2405.16557 (cross-list from cs.LG) [pdf, other]
Title: Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning
Authors: Chun-Kai Huang, Yi-Hsien Hsieh, Ta-Jung Chien, Li-Cheng Chien, Shao-Hua Sun, Tung-Hung Su, Jia-Horng Kao, Che Lin
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[152]  arXiv:2405.16552 (cross-list from cs.CL) [pdf, other]
Title: SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation
Authors: Ziqin Luo, Haixia Han, Haokun Zhao, Guochao Jiang, Chengyu Du, Tingyun Li, Jiaqing Liang, Deqing Yang, Yanghua Xiao
Comments: The relevant code will be released in subsequent versions
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[153]  arXiv:2405.16550 (cross-list from cs.IR) [pdf, other]
Title: ReCODE: Modeling Repeat Consumption with Neural ODE
Authors: Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu
Comments: Accepted by SIGIR 2024 (Short Paper)
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[154]  arXiv:2405.16538 (cross-list from cs.CV) [pdf, other]
Title: Gamified AI Approch for Early Detection of Dementia
Authors: Paramita Kundu Maji, Soubhik Acharya, Priti Paul, Sanjay Chakraborty, Saikat Basu
Comments: 50 Pages, 29 Figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[155]  arXiv:2405.16522 (cross-list from cs.LG) [pdf, other]
Title: Multi-State TD Target for Model-Free Reinforcement Learning
Authors: Wuhao Wang, Zhiyong Chen, Lepeng Zhang
Comments: 6 pages, 16 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[156]  arXiv:2405.16511 (cross-list from cs.LG) [pdf, other]
Title: SE3Set: Harnessing equivariant hypergraph neural networks for molecular representation learning
Authors: Hongfei Wu, Lijun Wu, Guoqing Liu, Zhirong Liu, Bin Shao, Zun Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Physics (physics.comp-ph)
[157]  arXiv:2405.16507 (cross-list from cs.LG) [pdf, other]
Title: Causal Concept Embedding Models: Beyond Causal Opacity in Deep Learning
Authors: Gabriele Dominici, Pietro Barbiero, Mateo Espinosa Zarlenga, Alberto Termine, Martin Gjoreski, Marc Langheinrich
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[158]  arXiv:2405.16496 (cross-list from cs.CV) [pdf, other]
Title: Exploring a Multimodal Fusion-based Deep Learning Network for Detecting Facial Palsy
Authors: Nicole Heng Yim Oo, Min Hun Lee, Jeong Hoon Lim
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[159]  arXiv:2405.16489 (cross-list from cs.LG) [pdf, other]
Title: Causal-Aware Graph Neural Architecture Search under Distribution Shifts
Authors: Peiwen Li, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Jialong Wang, Yang Li, Wenwu Zhu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[160]  arXiv:2405.16486 (cross-list from cs.CV) [pdf, other]
Title: Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation
Authors: Rongyu Zhang, Aosong Cheng, Yulin Luo, Gaole Dai, Huanrui Yang, Jiaming Liu, Ran Xu, Li Du, Yuan Du, Yanbing Jiang, Shanghang Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[161]  arXiv:2405.16478 (cross-list from cs.CV) [pdf, other]
Title: Vision-Based Approach for Food Weight Estimation from 2D Images
Authors: Chathura Wimalasiri, Prasan Kumar Sahoo
Comments: Six pages, Six figures, The final version of this paper is published in IEEE Conference
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[162]  arXiv:2405.16475 (cross-list from cs.LG) [pdf, other]
Title: Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models
Authors: Regev Cohen, Idan Kligvasser, Ehud Rivlin, Daniel Freedman
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[163]  arXiv:2405.16473 (cross-list from cs.CV) [pdf, other]
Title: M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
Authors: Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che
Comments: Accepted at ACL2024 Main Conference
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[164]  arXiv:2405.16460 (cross-list from cs.LG) [pdf, other]
Title: Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere
Authors: Hongwei Bran Li, Cheng Ouyang, Tamaz Amiranashvili, Matthew S. Rosen, Bjoern Menze, Juan Eugenio Iglesias
Comments: technical report
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[165]  arXiv:2405.16456 (cross-list from cs.LG) [pdf, other]
Title: Dominant Shuffle: A Simple Yet Powerful Data Augmentation for Time-series Prediction
Authors: Kai Zhao, Zuojie He, Alex Hung, Dan Zeng
Comments: this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[166]  arXiv:2405.16450 (cross-list from cs.LG) [pdf, other]
Title: Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search
Authors: Max Liu, Chan-Hung Yu, Wei-Hsu Lee, Cheng-Wei Hung, Yen-Chun Chen, Shao-Hua Sun
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Programming Languages (cs.PL)
[167]  arXiv:2405.16440 (cross-list from cs.LG) [pdf, other]
Title: MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting
Authors: Xiuding Cai, Yaoyao Zhu, Xueyao Wang, Yu Yao
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[168]  arXiv:2405.16439 (cross-list from cs.RO) [pdf, other]
Title: Towards Imitation Learning in Real World Unstructured Social Mini-Games in Pedestrian Crowds
Authors: Rohan Chandra, Haresh Karnan, Negar Mehr, Peter Stone, Joydeep Biswas
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[169]  arXiv:2405.16436 (cross-list from cs.LG) [pdf, other]
Title: Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
Authors: Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose Blanchet, Zhaoran Wang
Comments: 27 pages, 7 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[170]  arXiv:2405.16433 (cross-list from cs.CL) [pdf, other]
Title: CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling
Authors: Chenhao Zhang, Renhao Li, Minghuan Tan, Min Yang, Jingwei Zhu, Di Yang, Jiahao Zhao, Guancheng Ye, Chengming Li, Xiping Hu, Derek F. Wong
Comments: Appectped to Findings of ACL2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[171]  arXiv:2405.16424 (cross-list from cs.HC) [pdf, other]
Title: Improving Health Professionals' Onboarding with AI and XAI for Trustworthy Human-AI Collaborative Decision Making
Authors: Min Hun Lee, Silvana Xin Yi Choo, Shamala D/O Thilarajah
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[172]  arXiv:2405.16422 (cross-list from cs.CL) [pdf, ps, other]
Title: AI-Generated Text Detection and Classification Based on BERT Deep Learning Algorithm
Authors: Hao Wang, Jianwei Li, Zhengyu Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[173]  arXiv:2405.16421 (cross-list from cs.CR) [pdf, ps, other]
Title: Towards Sustainable IoT: Challenges, Solutions, and Future Directions for Device Longevity
Authors: Ghazaleh Shirvani, Saeid Ghasemshirazi
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[174]  arXiv:2405.16419 (cross-list from cs.CV) [pdf, other]
Title: Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers
Authors: Chau Pham, Bryan A. Plummer
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[175]  arXiv:2405.16418 (cross-list from cs.LG) [pdf, other]
Title: Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective
Authors: Jiuxiang Gu, Yingyu Liang, Zhenmei Shi, Zhao Song, Yufa Zhou
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[176]  arXiv:2405.16411 (cross-list from cs.LG) [pdf, other]
Title: Tensor Attention Training: Provably Efficient Learning of Higher-order Transformers
Authors: Jiuxiang Gu, Yingyu Liang, Zhenmei Shi, Zhao Song, Yufa Zhou
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[177]  arXiv:2405.16406 (cross-list from cs.LG) [pdf, other]
Title: SpinQuant -- LLM quantization with learned rotations
Authors: Zechun Liu, Changsheng Zhao, Igor Fedorov, Bilge Soran, Dhruv Choudhary, Raghuraman Krishnamoorthi, Vikas Chandra, Yuandong Tian, Tijmen Blankevoort
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[178]  arXiv:2405.16405 (cross-list from cs.LG) [pdf, other]
Title: Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
Authors: Runlin Lei, Yuwei Hu, Yuchen Ren, Zhewei Wei
Comments: 29 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[179]  arXiv:2405.16402 (cross-list from cs.CL) [pdf, other]
Title: Assessing Empathy in Large Language Models with Real-World Physician-Patient Interactions
Authors: Man Luo, Christopher J. Warren, Lu Cheng, Haidar M. Abdul-Muhsin, Imon Banerjee
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[180]  arXiv:2405.16393 (cross-list from cs.CV) [pdf, other]
Title: Disentangling Foreground and Background Motion for Enhanced Realism in Human Video Generation
Authors: Jinlin Liu, Kai Yu, Mengyang Feng, Xiefang Guo, Miaomiao Cui
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[181]  arXiv:2405.16386 (cross-list from cs.LG) [pdf, other]
Title: Variational Offline Multi-agent Skill Discovery
Authors: Jiayu Chen, Bhargav Ganguly, Tian Lan, Vaneet Aggarwal
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[182]  arXiv:2405.16381 (cross-list from cs.LG) [pdf, other]
Title: Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups
Authors: Yuchen Zhu, Tianrong Chen, Lingkai Kong, Evangelos A. Theodorou, Molei Tao
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[183]  arXiv:2405.16363 (cross-list from cs.IR) [pdf, other]
Title: LLMs for User Interest Exploration: A Hybrid Approach
Authors: Jianling Wang, Haokai Lu, Yifan Liu, He Ma, Yueqi Wang, Yang Gu, Shuzhou Zhang, Ningren (Peter)Han, Shuchao Bi, Lexi Baugher, Ed Chi, Minmin Chen
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[184]  arXiv:2405.16355 (cross-list from cs.HC) [pdf, other]
Title: Navigating AI Fallibility: Examining People's Reactions and Perceptions of AI after Encountering Personality Misrepresentations
Authors: Qiaosi Wang (1), Chidimma L. Anyi (1), Vedant Das Swain (2), Ashok K. Goel (1) ((1) Georgia Institute of Technology, (2) Northeastern University)
Comments: 37 pages, 11 figures
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[185]  arXiv:2405.16337 (cross-list from cs.CL) [pdf, other]
Title: Learning to Reason via Program Generation, Emulation, and Search
Authors: Nathaniel Weir, Muhammad Khalifa, Linlu Qiu, Orion Weller, Peter Clark
Comments: 16 pages, 10 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[186]  arXiv:2405.16325 (cross-list from cs.LG) [pdf, other]
Title: SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs
Authors: Mohammad Mozaffari, Amir Yazdanbakhsh, Zhao Zhang, Maryam Mehri Dehnavi
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[187]  arXiv:2405.16312 (cross-list from cs.LG) [pdf, other]
Title: Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting
Authors: Jiaxi Hu, Disen Lan, Ziyu Zhou, Qingsong Wen, Yuxuan Liang
Comments: arXiv admin note: text overlap with arXiv:2402.11463
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[188]  arXiv:2405.16310 (cross-list from cs.HC) [pdf, other]
Title: An Empirical Exploration of Trust Dynamics in LLM Supply Chains
Authors: Agathe Balayn, Mireia Yurrita, Fanny Rancourt, Fabio Casati, Ujwal Gadiraju
Comments: Paper accepted at the TREW workshop co-located with CHI'24
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[189]  arXiv:2405.16304 (cross-list from cs.LG) [pdf, other]
Title: Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients
Authors: Farhad Pourpanah, Mahdiyar Molahasani, Milad Soltany, Michael Greenspan, Ali Etemad
Comments: 23 pages, 4 figure
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[190]  arXiv:2405.16282 (cross-list from cs.CL) [pdf, other]
Title: Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models
Authors: Abhishek Kumar, Robert Morabito, Sanzhar Umbet, Jad Kabbara, Ali Emami
Comments: 9 pages (excluding references), accepted to ACL 2024 Main Conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[191]  arXiv:2405.16279 (cross-list from physics.ins-det) [pdf, other]
Title: AI-Assisted Detector Design for the EIC (AID(2)E)
Authors: M. Diefenthaler, C. Fanelli, L. O. Gerlach, W. Guan, T. Horn, A. Jentsch, M. Lin, K. Nagai, H. Nayak, C. Pecar, K. Suresh, A. Vossen, T. Wang, T. Wenaus (AID (2) E collaboration)
Comments: 11 pages, 4 figures, AI4EIC 2023 proceeding
Subjects: Instrumentation and Detectors (physics.ins-det); Artificial Intelligence (cs.AI)
[192]  arXiv:2405.16277 (cross-list from cs.CL) [pdf, other]
Title: Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge
Authors: Brendan Park, Madeline Janecek, Naser Ezzati-Jivan, Yifeng Li, Ali Emami
Comments: 9 pages (excluding references), accepted to ACL 2024 Main Conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[193]  arXiv:2405.16263 (cross-list from cs.CV) [pdf, other]
Title: Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation
Authors: Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[194]  arXiv:2405.16258 (cross-list from cs.LG) [pdf, other]
Title: USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series
Authors: Hong Liu, Xiuxiu Qiu, Yiming Shi, Zelin Zang
Comments: 19 pages, 7 figures, under review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[195]  arXiv:2405.16256 (cross-list from cs.DC) [pdf, other]
Title: HetHub: A Heterogeneous distributed hybrid training system for large-scale models
Authors: Si Xu, Zixiao Huang, Yan Zeng, Shengen Yan, Xuefei Ning, Haolin Ye, Sipei Gu, Chunsheng Shui, Zhezheng Lin, Hao Zhang, Sheng Wang, Guohao Dai, Yu Wang
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI)
[196]  arXiv:2405.16241 (cross-list from cs.CR) [pdf, other]
Title: FastQuery: Communication-efficient Embedding Table Query for Private LLM Inference
Authors: Chenqi Lin, Tianshi Xu, Zebin Yang, Runsheng Wang, Ru Huang, Meng Li
Comments: 6 pages, DAC2024
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[197]  arXiv:2405.16237 (cross-list from cs.GR) [pdf, other]
Title: N-BVH: Neural ray queries with bounding volume hierarchies
Authors: Philippe Weier, Alexander Rath, Élie Michel, Iliyan Georgiev, Philipp Slusallek, Tamy Boubekeur
Comments: 10 pages
Journal-ref: SIGGRAPH Conference Papers '24, July 27-August 1, 2024, Denver, CO, USA
Subjects: Graphics (cs.GR); Artificial Intelligence (cs.AI)
[198]  arXiv:2405.16225 (cross-list from cs.LG) [pdf, ps, other]
Title: Local Causal Structure Learning in the Presence of Latent Variables
Authors: Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[199]  arXiv:2405.16224 (cross-list from cs.LG) [pdf, other]
Title: Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning
Authors: Zixu Wang, Bingbing Xu, Yige Yuan, Huawei Shen, Xueqi Cheng
Comments: 5 pages, 5 figures, In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), July 14-18, 2024, Washington, DC, USA
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[200]  arXiv:2405.16204 (cross-list from cs.CV) [pdf, other]
Title: VOODOO XP: Expressive One-Shot Head Reenactment for VR Telepresence
Authors: Phong Tran, Egor Zakharov, Long-Nhat Ho, Liwen Hu, Adilbek Karmanov, Aviral Agarwal, McLean Goldwhite, Ariana Bermudez Venegas, Anh Tuan Tran, Hao Li
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Graphics (cs.GR)
[201]  arXiv:2405.16195 (cross-list from cs.LG) [pdf, other]
Title: Adaptive $Q$-Network: On-the-fly Target Selection for Deep Reinforcement Learning
Authors: Théo Vincent, Fabian Wahren, Jan Peters, Boris Belousov, Carlo D'Eramo
Comments: Preprint
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[202]  arXiv:2405.16194 (cross-list from cs.LG) [pdf, other]
Title: Diffusion-Reward Adversarial Imitation Learning
Authors: Chun-Mao Lai, Hsiang-Chun Wang, Ping-Chun Hsieh, Yu-Chiang Frank Wang, Min-Hung Chen, Shao-Hua Sun
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[203]  arXiv:2405.16185 (cross-list from cs.LG) [pdf, other]
Title: Differentiable Cluster Graph Neural Network
Authors: Yanfei Dong, Mohammed Haroon Dupty, Lambert Deng, Zhuanghua Liu, Yong Liang Goh, Wee Sun Lee
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[204]  arXiv:2405.16184 (cross-list from eess.SY) [pdf, other]
Title: Safe Deep Model-Based Reinforcement Learning with Lyapunov Functions
Authors: Harry Zhang
Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[205]  arXiv:2405.16183 (cross-list from cs.LG) [pdf, other]
Title: Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
Authors: Masanobu Horie, Naoto Mitsume
Comments: ICML2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Computational Physics (physics.comp-ph)
[206]  arXiv:2405.16164 (cross-list from cs.LG) [pdf, other]
Title: Acquiring Better Load Estimates by Combining Anomaly and Change-point Detection in Power Grid Time-series Measurements
Authors: Roel Bouman, Linda Schmeitz, Luco Buise, Jacco Heres, Yuliya Shapovalova, Tom heskes
Comments: All code can be found at: this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Applications (stat.AP); Machine Learning (stat.ML)
[207]  arXiv:2405.16144 (cross-list from cs.CV) [pdf, other]
Title: GreenCOD: A Green Camouflaged Object Detection Method
Authors: Hong-Shuo Chen, Yao Zhu, Suya You, Azad M. Madni, C.-C. Jay Kuo
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[208]  arXiv:2405.16141 (cross-list from cs.LG) [pdf, other]
Title: AIGB: Generative Auto-bidding via Diffusion Modeling
Authors: Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Yan Zhang, Bo Zheng
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[209]  arXiv:2405.16133 (cross-list from cs.SE) [pdf, other]
Title: Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting
Authors: Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang
Comments: Previously submitted to EMNLP2023
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[210]  arXiv:2405.16105 (cross-list from cs.CV) [pdf, other]
Title: MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space
Authors: Jiangwei Weng, Zhiqiang Yan, Ying Tai, Jianjun Qian, Jian Yang, Jun Li
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[211]  arXiv:2405.16082 (cross-list from cs.CV) [pdf, ps, other]
Title: Uncertainty Measurement of Deep Learning System based on the Convex Hull of Training Sets
Authors: Hyekyoung Hwang, Jitae Shin
Comments: 11 pages
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[212]  arXiv:2405.16075 (cross-list from cs.LG) [pdf, other]
Title: Continuous Temporal Domain Generalization
Authors: Zekun Cai, Guangji Bai, Renhe Jiang, Xuan Song, Liang Zhao
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[213]  arXiv:2405.16041 (cross-list from cs.LG) [pdf, other]
Title: Explainable Molecular Property Prediction: Aligning Chemical Concepts with Predictions via Language Models
Authors: Zhenzhong Wang, Zehui Lin, Wanyu Lin, Ming Yang, Minggang Zeng, Kay Chen Tan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[214]  arXiv:2405.16039 (cross-list from cs.LG) [pdf, other]
Title: MoEUT: Mixture-of-Experts Universal Transformers
Authors: Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber, Christopher Potts, Christopher D. Manning
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[215]  arXiv:2405.16000 (cross-list from cs.SD) [pdf, other]
Title: Carnatic Raga Identification System using Rigorous Time-Delay Neural Network
Authors: Sanjay Natesan, Homayoon Beigi
Comments: 7 pages, 2 tables, 3 figures
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[216]  arXiv:2405.15994 (cross-list from cs.LG) [pdf, ps, other]
Title: Verified Safe Reinforcement Learning for Neural Network Dynamic Models
Authors: Junlin Wu, Huan Zhang, Yevgeniy Vorobeychik
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[217]  arXiv:2405.15991 (cross-list from cs.LG) [pdf, other]
Title: Rényi Neural Processes
Authors: Xuesong Wang, He Zhao, Edwin V. Bonilla
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[218]  arXiv:2405.15988 (cross-list from cs.LG) [pdf, ps, other]
Title: Transductive Confidence Machine and its application to Medical Data Sets
Authors: David Lindsay
Comments: 160 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[219]  arXiv:2405.15985 (cross-list from cs.HC) [pdf, other]
Title: The Impact and Opportunities of Generative AI in Fact-Checking
Authors: Robert Wolfe, Tanushree Mitra
Comments: To be published at the ACM Conference on Fairness, Accountability, and Transparency (FAccT) 2024
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[220]  arXiv:2405.15984 (cross-list from cs.CL) [pdf, other]
Title: Evaluating the Adversarial Robustness of Retrieval-Based In-Context Learning for Large Language Models
Authors: Simon Chi Lok Yu, Jie He, Pasquale Minervini, Jeff Z. Pan
Comments: 29 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[221]  arXiv:2405.15973 (cross-list from cs.CV) [pdf, other]
Title: Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
Authors: Xiyao Wang, Jiuhai Chen, Zhaoyang Wang, Yuhang Zhou, Yiyang Zhou, Huaxiu Yao, Tianyi Zhou, Tom Goldstein, Parminder Bhatia, Furong Huang, Cao Xiao
Comments: 15 pages, 8 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[222]  arXiv:2405.15960 (cross-list from cs.HC) [pdf, ps, other]
Title: Human-Centered Automation
Authors: Carlos Toxtli
Comments: 12 pages, 0 figures
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[223]  arXiv:2405.15936 (cross-list from cs.CL) [pdf, other]
Title: Zero-Shot Spam Email Classification Using Pre-trained Large Language Models
Authors: Sergio Rojas-Galeano
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[224]  arXiv:2405.15928 (cross-list from q-bio.QM) [pdf, other]
Title: PatchProt: Hydrophobic patch prediction using protein foundation models
Authors: Dea Gogishvili, Emmanuel Minois-Genin, Jan van Eck, Sanne Abeln
Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[225]  arXiv:2405.15902 (cross-list from cs.CR) [pdf, other]
Title: Hacc-Man: An Arcade Game for Jailbreaking LLMs
Authors: Matheus Valentim, Jeanette Falk, Nanna Inie
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[226]  arXiv:2405.15882 (cross-list from cs.LG) [pdf, other]
Title: Risk Factor Identification In Osteoporosis Using Unsupervised Machine Learning Techniques
Authors: Mikayla Calitis
Comments: 24 pages, 10 figures, 4 algorithms
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[227]  arXiv:2405.15881 (cross-list from cs.CV) [pdf, other]
Title: Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation
Authors: Shentong Mo, Yapeng Tian
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[228]  arXiv:2405.15880 (cross-list from cs.PL) [pdf, other]
Title: HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
Authors: Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick, Nadia Polikarpova
Subjects: Programming Languages (cs.PL); Artificial Intelligence (cs.AI)
[229]  arXiv:2405.15871 (cross-list from cs.LG) [pdf, other]
Title: CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models
Authors: Juan Miguel Lopez Alcaraz, Nils Strodthoff
Comments: 17 pages, 8 figures. Source code under this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[230]  arXiv:2405.15868 (cross-list from cs.NE) [pdf, other]
Title: LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization
Authors: Marco Paul E. Apolinario, Arani Roy, Kaushik Roy
Comments: 14 pages, 4 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[231]  arXiv:2405.15863 (cross-list from cs.SD) [pdf, other]
Title: Quality-aware Masked Diffusion Transformer for Enhanced Music Generation
Authors: Chang Li, Ruoyu Wang, Lijuan Liu, Jun Du, Yixuan Sun, Zilu Guo, Zhenrong Zhang, Yuan Jiang
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[232]  arXiv:2405.15860 (cross-list from cs.CV) [pdf, other]
Title: Free Performance Gain from Mixing Multiple Partially Labeled Samples in Multi-label Image Classification
Authors: Chak Fong Chong, Jielong Guo, Xu Yang, Wei Ke, Yapeng Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[233]  arXiv:2405.15843 (cross-list from cs.CV) [pdf, other]
Title: SpotNet: An Image Centric, Lidar Anchored Approach To Long Range Perception
Authors: Louis Foucard, Samar Khanna, Yi Shi, Chi-Kuei Liu, Quinn Z Shen, Thuyen Ngo, Zi-Xiang Xia
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[234]  arXiv:2405.15835 (cross-list from stat.AP) [pdf, other]
Title: Analyzing the Impact of Climate Change With Major Emphasis on Pollution: A Comparative Study of ML and Statistical Models in Time Series Data
Authors: Anurag Mishra, Ronen Gold, Sanjeev Vijayakumar
Subjects: Applications (stat.AP); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[235]  arXiv:2405.15831 (cross-list from eess.SY) [pdf, other]
Title: Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map
Authors: Shunyu Liu, Wei Luo, Yanzhen Zhou, Kaixuan Chen, Quan Zhang, Huating Xu, Qinglai Guo, Mingli Song
Comments: Accepted by IEEE Transactions on Power Systems
Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[236]  arXiv:2405.15829 (cross-list from cs.LG) [pdf, other]
Title: Spatio-temporal Value Semantics-based Abstraction for Dense Deep Reinforcement Learning
Authors: Jihui Nie, Dehui Du, Jiangnan Zhao
Comments: 24 pages, 7 figures, conference
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[237]  arXiv:2405.15828 (cross-list from cs.DL) [pdf, other]
Title: Oil & Water? Diffusion of AI Within and Across Scientific Fields
Authors: Eamon Duede, William Dolan, André Bauer, Ian Foster, Karim Lakhani
Subjects: Digital Libraries (cs.DL); Artificial Intelligence (cs.AI)
[238]  arXiv:2405.15824 (cross-list from cs.LG) [pdf, other]
Title: Efficient Mitigation of Bus Bunching through Setter-Based Curriculum Learning
Authors: Avidan Shah, Danny Tran, Yuhan Tang
Comments: 9 pages, preprint
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[239]  arXiv:2405.15816 (cross-list from math.OC) [pdf, other]
Title: Riemannian Bilevel Optimization
Authors: Sanchayan Dutta, Xiang Cheng, Suvrit Sra
Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[240]  arXiv:2405.15812 (cross-list from q-bio.NC) [pdf, other]
Title: Pseudo Channel: Time Embedding for Motor Imagery Decoding
Authors: Zhengqing Miao, Meirong Zhao
Comments: 13 pages, 5 figures
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI)
[241]  arXiv:2405.15805 (cross-list from q-bio.NC) [pdf, other]
Title: DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks
Authors: Bishal Thapaliya, Robyn Miller, Jiayu Chen, Yu-Ping Wang, Esra Akbas, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Santosh Ghimire, Vince Calhoun, Jingyu Liu
Comments: 18 Pages, 4 figures
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[242]  arXiv:2405.15802 (cross-list from cs.SE) [pdf, ps, other]
Title: Towards a Framework for Openness in Foundation Models: Proceedings from the Columbia Convening on Openness in Artificial Intelligence
Authors: Adrien Basdevant, Camille François, Victor Storchan, Kevin Bankston, Ayah Bdeir, Brian Behlendorf, Merouane Debbah, Sayash Kapoor, Yann LeCun, Mark Surman, Helen King-Turvey, Nathan Lambert, Stefano Maffulli, Nik Marda, Govind Shivkumar, Justine Tunney
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[243]  arXiv:2405.15793 (cross-list from cs.SE) [pdf, other]
Title: SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
Authors: John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press
Comments: First two authors contributed equally. Code and demo at this https URL
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[244]  arXiv:2405.15792 (cross-list from cs.IR) [pdf, ps, other]
Title: IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data
Authors: Sami Azirar, Hossam A. Gabbar, Chaouki Regoui
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[245]  arXiv:2405.15786 (cross-list from cs.IR) [pdf, other]
Title: Enhancement of Subjective Content Descriptions by using Human Feedback
Authors: Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[246]  arXiv:2405.15784 (cross-list from cs.IR) [pdf, other]
Title: CLARINET: Augmenting Language Models to Ask Clarification Questions for Retrieval
Authors: Yizhou Chi, Jessy Lin, Kevin Lin, Dan Klein
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[247]  arXiv:2405.15783 (cross-list from cs.IR) [pdf, other]
Title: Multimodality Invariant Learning for Multimedia-Based New Item Recommendation
Authors: Haoyue Bai, Le Wu, Min Hou, Miaomiao Cai, Zhuangzhuang He, Yuyang Zhou, Richang Hong, Meng Wang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[248]  arXiv:2405.15779 (cross-list from eess.IV) [pdf, ps, other]
Title: LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation
Authors: Ngoc-Du Tran, Thi-Thao Tran, Quang-Huy Nguyen, Manh-Hung Vu, Van-Truong Pham
Comments: 35 pages, 9 figures, 10 tables
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[249]  arXiv:2405.15778 (cross-list from eess.IV) [pdf, other]
Title: Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation
Authors: Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi
Comments: Submitted to International Conference on Computational Science (ICCS) 2024
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Performance (cs.PF)
[250]  arXiv:2405.15776 (cross-list from cs.RO) [pdf, other]
Title: CalliRewrite: Recovering Handwriting Behaviors from Calligraphy Images without Supervision
Authors: Yuxuan Luo, Zekun Wu, Zhouhui Lian
Comments: 8 pages, accepted as ICRA 2024 contributed paper
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[251]  arXiv:2405.15774 (cross-list from cs.RO) [pdf, ps, other]
Title: Comprehensive Autonomous Vehicle Optimal Routing With Dynamic Heuristics
Authors: Ragav V, Jesher Joshua M, Syed Ibrahim S P
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[252]  arXiv:2405.15773 (cross-list from cs.RO) [pdf, other]
Title: Feature Aggregation with Latent Generative Replay for Federated Continual Learning of Socially Appropriate Robot Behaviours
Authors: Nikhil Churamani, Saksham Checker, Hao-Tien Lewis Chiang, Hatice Gunes
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[253]  arXiv:2405.15772 (cross-list from cs.RO) [pdf, other]
Title: Scenario Engineering for Autonomous Transportation: A New Stage in Open-Pit Mines
Authors: Siyu Teng, Xuan Li, Yucheng Li, Zhe Xuanyuan, Yunfeng Ai, Long Chen
Comments: 11 Pages, 7 Figures
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[254]  arXiv:2405.15771 (cross-list from cs.RO) [pdf, other]
Title: Adaptive Splitting of Reusable Temporal Monitors for Rare Traffic Violations
Authors: Craig Innes, Subramanian Ramamoorthy
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[255]  arXiv:2401.17228 (cross-list from cs.CL) [pdf, other]
Title: Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning
Authors: Jeongwoo Park, Enrico Liscio, Pradeep K. Murukannaiah
Comments: To appear in Findings of EACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[256]  arXiv:2305.05400 (cross-list from cs.LG) [pdf, other]
Title: Investigating the Corruption Robustness of Image Classifiers with Random Lp-norm Corruptions
Authors: Georg Siedel, Weijia Shao, Silvia Vock, Andrey Morozov
Comments: Camera-ready version submitted to VISAPP 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)

Mon, 27 May 2024

[257]  arXiv:2405.15766 [pdf, other]
Title: Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development
Authors: Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Aman Chadha, Samrat Mondal
Comments: ACL Findings 2024
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[258]  arXiv:2405.15616 [pdf, other]
Title: Neuromorphic dreaming: A pathway to efficient learning in artificial agents
Authors: Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Giacomo Indiveri
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[259]  arXiv:2405.15569 [pdf, other]
Title: Randomized heuristic repair for large-scale multidimensional knapsack problem
Authors: Jean P. Martins
Subjects: Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[260]  arXiv:2405.15568 [pdf, other]
Title: OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code
Authors: Maxence Faldor, Jenny Zhang, Antoine Cully, Jeff Clune
Subjects: Artificial Intelligence (cs.AI)
[261]  arXiv:2405.15485 [pdf, other]
Title: Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs
Authors: Siyuan Guo, Aniket Didolkar, Nan Rosemary Ke, Anirudh Goyal, Ferenc Huszár, Bernhard Schölkopf
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[262]  arXiv:2405.15414 [pdf, other]
Title: Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification
Authors: Yuxuan Guo, Shaohui Peng, Jiaming Guo, Di Huang, Xishan Zhang, Rui Zhang, Yifan Hao, Ling Li, Zikang Tian, Mingju Gao, Yutai Li, Yiming Gan, Shuai Liang, Zihao Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen
Subjects: Artificial Intelligence (cs.AI)
[263]  arXiv:2405.15388 [pdf, other]
Title: Language-Driven Interactive Traffic Trajectory Generation
Authors: Junkai Xia, Chenxin Xu, Qingyao Xu, Chen Xie, Yanfeng Wang, Siheng Chen
Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)
[264]  arXiv:2405.15383 [pdf, other]
Title: Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
Authors: Nicola Dainese, Matteo Merler, Minttu Alakuijala, Pekka Marttinen
Comments: 10 pages in main text, 24 pages including references and supplementary materials. 2 figures and 3 tables in the main text, 9 figures and 12 tables when including the supplementary materials
Subjects: Artificial Intelligence (cs.AI)
[265]  arXiv:2405.15375 [pdf, other]
Title: A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid
Authors: Martin Böckling, Heiko Paulheim, Sarah Detzler
Comments: 12 pages, 2 figures, GeoLD2024: 6th Geospatial Linked Data Workshop, May 26, 2024, Hersonissos, Greece
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC)
[266]  arXiv:2405.15341 [pdf, other]
Title: V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel Multimodal LLM
Authors: Abdur Rahman, Rajat Chawla, Muskaan Kumar, Arkajit Datta, Adarsh Jha, Mukunda NS, Ishaan Bhola
Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[267]  arXiv:2405.15302 [pdf, other]
Title: Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation
Authors: Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[268]  arXiv:2405.15230 [pdf, other]
Title: $i$REPO: $i$mplicit Reward Pairwise Difference based Empirical Preference Optimization
Authors: Long Tan Le, Han Shu, Tung-Anh Nguyen, Choong Seon Hong, Nguyen H. Tran
Comments: Under Review
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[269]  arXiv:2405.15154 [pdf, other]
Title: Online Prompt Pricing based on Combinatorial Multi-Armed Bandit and Hierarchical Stackelberg Game
Authors: Meiling Li, Hongrun Ren, Haixu Xiong, Zhenxing Qian, Xinpeng Zhang
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[270]  arXiv:2405.15145 [pdf, other]
Title: CulturePark: Boosting Cross-cultural Understanding in Large Language Models
Authors: Cheng Li, Damien Teney, Linyi Yang, Qingsong Wen, Xing Xie, Jindong Wang
Comments: Technical report; 28 pages
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Multiagent Systems (cs.MA)
[271]  arXiv:2405.15092 [pdf, other]
Title: Dissociation of Faithful and Unfaithful Reasoning in LLMs
Authors: Evelyn Yee, Alice Li, Chenyu Tang, Yeon Ho Jung, Ramamohan Paturi, Leon Bergen
Comments: code published at this https URL
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[272]  arXiv:2405.15083 [pdf, other]
Title: MuDreamer: Learning Predictive World Models without Reconstruction
Authors: Maxime Burchi, Radu Timofte
Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[273]  arXiv:2405.14966 [pdf, ps, other]
Title: Creativity and Markov Decision Processes
Authors: Joonas Lahikainen, Nadia M. Ady, Christian Guckelsberger
Comments: 10 pages, full paper at 15th International Conference on Computational Creativity, ICCC'24
Subjects: Artificial Intelligence (cs.AI)
[274]  arXiv:2405.14956 [pdf, other]
Title: Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning
Authors: Hector Kohler, Quentin Delfosse, Riad Akrour, Kristian Kersting, Philippe Preux
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[275]  arXiv:2405.15768 (cross-list from stat.ML) [pdf, other]
Title: Canonical Variates in Wasserstein Metric Space
Authors: Jia Li, Lin Lin
Comments: double space 37 pages, 6 figures
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[276]  arXiv:2405.15758 (cross-list from cs.CV) [pdf, other]
Title: InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation
Authors: Yuchi Wang, Junliang Guo, Jianhong Bai, Runyi Yu, Tianyu He, Xu Tan, Xu Sun, Jiang Bian
Comments: Project page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[277]  arXiv:2405.15756 (cross-list from cs.LG) [pdf, other]
Title: Sparse Expansion and Neuronal Disentanglement
Authors: Shashata Sawmya, Linghao Kong, Ilia Markov, Dan Alistarh, Nir Shavit
Comments: 9 pages, 8 figures, Submitted to NeurIPS 2024 main track
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[278]  arXiv:2405.15750 (cross-list from cs.CL) [pdf, other]
Title: Filtered Corpus Training (FiCT) Shows that Language Models can Generalize from Indirect Evidence
Authors: Abhinav Patil, Jaap Jumelet, Yu Ying Chiu, Andy Lapastora, Peter Shen, Lexie Wang, Clevis Willrich, Shane Steinert-Threlkeld
Comments: 10 pages + 7 pages of references/appendices. For code and trained models, see this http URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[279]  arXiv:2405.15739 (cross-list from cs.DL) [pdf, other]
Title: Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias
Authors: Andres Algaba, Carmen Mazijn, Vincent Holst, Floriano Tori, Sylvia Wenmackers, Vincent Ginis
Comments: 28 pages, 11 figures
Subjects: Digital Libraries (cs.DL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Social and Information Networks (cs.SI)
[280]  arXiv:2405.15731 (cross-list from cs.LG) [pdf, other]
Title: Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
Authors: Jerome Sieber, Carmen Amo Alonso, Alexandre Didier, Melanie N. Zeilinger, Antonio Orvieto
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[281]  arXiv:2405.15684 (cross-list from cs.CV) [pdf, other]
Title: Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models
Authors: Yue Zhang, Hehe Fan, Yi Yang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[282]  arXiv:2405.15683 (cross-list from cs.CV) [pdf, other]
Title: VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap
Authors: Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Oriol Nieto, Zeyu Jin, Dinesh Manocha
Comments: Preprint. Under review. Code will be released on paper acceptance
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[283]  arXiv:2405.15682 (cross-list from cs.LG) [pdf, other]
Title: The Road Less Scheduled
Authors: Aaron Defazio, Xingyu (Alice) Yang, Harsh Mehta, Konstantin Mishchenko, Ahmed Khaled, Ashok Cutkosky
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Machine Learning (stat.ML)
[284]  arXiv:2405.15673 (cross-list from cs.LG) [pdf, other]
Title: Consistency of Neural Causal Partial Identification
Authors: Jiyuan Tan, Jose Blanchet, Vasilis Syrgkanis
Comments: 37 pages, 8 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[285]  arXiv:2405.15661 (cross-list from cs.CV) [pdf, other]
Title: Exposing Image Classifier Shortcuts with Counterfactual Frequency (CoF) Tables
Authors: James Hinns, David Martens
Comments: 10 pages, 18 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[286]  arXiv:2405.15658 (cross-list from cs.CV) [pdf, other]
Title: HDC: Hierarchical Semantic Decoding with Counting Assistance for Generalized Referring Expression Segmentation
Authors: Zhuoyan Luo, Yinghao Wu, Yong Liu, Yicheng Xiao, Xiao-Ping Zhang, Yujiu Yang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[287]  arXiv:2405.15642 (cross-list from cs.LG) [pdf, ps, other]
Title: Effective Confidence Region Prediction Using Probability Forecasters
Authors: David Lindsay, Sian Lindsay
Comments: 10 pages, originally posted in 2005
Journal-ref: Artificial Intelligence in Medicine 2005
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[288]  arXiv:2405.15640 (cross-list from cs.CL) [pdf, other]
Title: GECKO: Generative Language Model for English, Code and Korean
Authors: Sungwoo Oh, Donggyu Kim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[289]  arXiv:2405.15633 (cross-list from cs.CV) [pdf, other]
Title: Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning
Authors: Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci
Comments: Published at 3rd Conference on Lifelong Learning Agents (CoLLAs), 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[290]  arXiv:2405.15624 (cross-list from cs.LG) [pdf, other]
Title: Inverse-RLignment: Inverse Reinforcement Learning from Demonstrations for LLM Alignment
Authors: Hao Sun, Mihaela van der Schaar
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[291]  arXiv:2405.15614 (cross-list from cs.CR) [pdf, ps, other]
Title: Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study
Authors: Karl Tamberg, Hayretdin Bahsi
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
[292]  arXiv:2405.15613 (cross-list from cs.LG) [pdf, other]
Title: Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
Authors: Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[293]  arXiv:2405.15598 (cross-list from cs.LG) [pdf, other]
Title: MCDFN: Supply Chain Demand Forecasting via an Explainable Multi-Channel Data Fusion Network Model Integrating CNN, LSTM, and GRU
Authors: Md Abrar Jahin, Asef Shahriar, Md Al Amin
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[294]  arXiv:2405.15579 (cross-list from econ.EM) [pdf, other]
Title: Generating density nowcasts for U.S. GDP growth with deep learning: Bayes by Backprop and Monte Carlo dropout
Authors: Kristóf Németh, Dániel Hadházi
Subjects: Econometrics (econ.EM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[295]  arXiv:2405.15564 (cross-list from cs.LG) [pdf, other]
Title: Rethinking Independent Cross-Entropy Loss For Graph-Structured Data
Authors: Rui Miao, Kaixiong Zhou, Yili Wang, Ninghao Liu, Ying Wang, Xin Wang
Comments: 20 pages, 4 figures
Journal-ref: ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[296]  arXiv:2405.15561 (cross-list from cs.HC) [pdf, ps, other]
Title: When Generative AI Meets Workplace Learning: Creating A Realistic & Motivating Learning Experience With A Generative PCA
Authors: Andreas Bucher, Birgit Schenk, Mateusz Dolata, Gerhard Schwabe
Journal-ref: ECIS 2024
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[297]  arXiv:2405.15544 (cross-list from q-bio.QM) [pdf, other]
Title: Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction
Authors: Zeyu Wang, Tianyi Jiang, Yao Lu, Xiaoze Bao, Shanqing Yu, Bin Wei, Qi Xuan
Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[298]  arXiv:2405.15521 (cross-list from cs.IR) [pdf, other]
Title: A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search
Authors: Huimu Wang, Mingming Li, Dadong Miao, Songlin Wang, Guoyu Tang, Lin Liu, Sulong Xu, Jinghe Hu
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[299]  arXiv:2405.15514 (cross-list from stat.ML) [pdf, other]
Title: On the Convexity and Reliability of the Bethe Free Energy Approximation
Authors: Harald Leisenberger, Christian Knoll, Franz Pernkopf
Comments: This work has been submitted to the Journal of Machine Learning Research (JMLR) for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[300]  arXiv:2405.15512 (cross-list from cs.LG) [pdf, other]
Title: ChatGPT Code Detection: Techniques for Uncovering the Source of Code
Authors: Marc Oedingen, Raphael C. Engelhardt, Robin Denz, Maximilian Hammer, Wolfgang Konen
Comments: Submitted to AI journal of MDPI
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[301]  arXiv:2405.15505 (cross-list from cs.LG) [pdf, other]
Title: Revisiting Counterfactual Regression through the Lens of Gromov-Wasserstein Information Bottleneck
Authors: Hao Yang, Zexu Sun, Hongteng Xu, Xu Chen
Comments: 19 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[302]  arXiv:2405.15476 (cross-list from cs.LG) [pdf, other]
Title: Editable Concept Bottleneck Models
Authors: Lijie Hu, Chenyang Ren, Zhengyu Hu, Cheng-Long Wang, Di Wang
Comments: 33 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[303]  arXiv:2405.15453 (cross-list from cs.CL) [pdf, other]
Title: Benchmarking Pre-trained Large Language Models' Potential Across Urdu NLP tasks
Authors: Munief Hassan Tahir, Sana Shams, Layba Fiaz, Farah Adeeba, Sarmad Hussain
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[304]  arXiv:2405.15452 (cross-list from cs.CL) [pdf, other]
Title: Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top
Authors: Keyuan Cheng, Muhammad Asif Ali, Shu Yang, Gang Lin, Yuxuan Zhai, Haoyang Fei, Ke Xu, Lu Yu, Lijie Hu, Di Wang
Comments: 18 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[305]  arXiv:2405.15446 (cross-list from cs.LG) [pdf, other]
Title: Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making
Authors: Drago Plecko, Elias Bareinboim
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[306]  arXiv:2405.15444 (cross-list from cs.LG) [pdf, other]
Title: HyperInterval: Hypernetwork approach to training weight interval regions in continual learning
Authors: Patryk Krukowski, Anna Bielawska, Kamil Książek, Paweł Wawrzyński, Paweł Batorski, Przemysław Spurek
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[307]  arXiv:2405.15443 (cross-list from cs.LG) [pdf, other]
Title: Fairness-Accuracy Trade-Offs: A Causal Perspective
Authors: Drago Plecko, Elias Bareinboim
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[308]  arXiv:2405.15439 (cross-list from cs.CV) [pdf, other]
Title: Text-guided 3D Human Motion Generation with Keyframe-based Parallel Skip Transformer
Authors: Zichen Geng, Caren Han, Zeeshan Hayder, Jian Liu, Mubarak Shah, Ajmal Mian
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[309]  arXiv:2405.15436 (cross-list from cs.IR) [pdf, ps, other]
Title: Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting Assistance
Authors: Candace Edwards
Comments: 17 pages, 9 figures
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[310]  arXiv:2405.15412 (cross-list from physics.ao-ph) [pdf, other]
Title: ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions
Authors: Zijie Guo, Pumeng Lyu, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai
Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[311]  arXiv:2405.15398 (cross-list from cs.CE) [pdf, other]
Title: PriCE: Privacy-Preserving and Cost-Effective Scheduling for Parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds
Authors: Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Paola Grosso, Zhiming Zhao
Comments: Acccepted at Europar 2024
Subjects: Computational Engineering, Finance, and Science (cs.CE); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)
[312]  arXiv:2405.15380 (cross-list from cs.AR) [pdf, other]
Title: Full-stack evaluation of Machine Learning inference workloads for RISC-V systems
Authors: Debjyoti Bhattacharjee, Anmol, Tommaso Marinelli, Karan Pathak, Peter Kourzanov
Comments: RISC-V Summit Europe 2024
Subjects: Hardware Architecture (cs.AR); Artificial Intelligence (cs.AI)
[313]  arXiv:2405.15374 (cross-list from cs.IR) [pdf, other]
Title: Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph
Authors: Runsong Jia, Bowen Zhang, Sergio J. Rodríguez Méndez, Pouya G. Omran
Comments: for the associated repository, see this http URL
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[314]  arXiv:2405.15373 (cross-list from cs.RO) [pdf, other]
Title: Autonomous Quilt Spreading for Caregiving Robots
Authors: Yuchun Guo, Zhiqing Lu, Yanling Zhou, Xin Jiang
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[315]  arXiv:2405.15369 (cross-list from cs.LG) [pdf, other]
Title: Cross-Domain Policy Adaptation by Capturing Representation Mismatch
Authors: Jiafei Lyu, Chenjia Bai, Jingwen Yang, Zongqing Lu, Xiu Li
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[316]  arXiv:2405.15346 (cross-list from cs.CL) [pdf, other]
Title: BiSup: Bidirectional Quantization Error Suppression for Large Language Models
Authors: Minghui Zou, Ronghui Guo, Sai Zhang, Xiaowang Zhang, Zhiyong Feng
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[317]  arXiv:2405.15324 (cross-list from cs.RO) [pdf, other]
Title: Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving
Authors: Jianbiao Mei, Yukai Ma, Xuemeng Yang, Licheng Wen, Xinyu Cai, Xin Li, Daocheng Fu, Bo Zhang, Pinlong Cai, Min Dou, Botian Shi, Liang He, Yong Liu, Yu Qiao
Comments: 23 pages, 16 figures
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[318]  arXiv:2405.15320 (cross-list from cs.CL) [pdf, other]
Title: Organic Data-Driven Approach for Turkish Grammatical Error Correction and LLMs
Authors: Asım Ersoy, Olcay Taner Yıldız
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[319]  arXiv:2405.15319 (cross-list from cs.CL) [pdf, other]
Title: Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
Authors: Wenyu Du, Tongxu Luo, Zihan Qiu, Zeyu Huang, Yikang Shen, Reynold Cheng, Yike Guo, Jie Fu
Comments: Preprint; The project link: $\href{https://llm-stacking.github.io/}{this https URL}$
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[320]  arXiv:2405.15318 (cross-list from cs.CL) [pdf, other]
Title: Are Long-LLMs A Necessity For Long-Context Tasks?
Authors: Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Yujia Zhou, Xu Chen, Zhicheng Dou
Comments: 18 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[321]  arXiv:2405.15317 (cross-list from cs.LG) [pdf, other]
Title: NuwaTS: a Foundation Model Mending Every Incomplete Time Series
Authors: Jinguo Cheng, Chunwei Yang, Wanlin Cai, Yuxuan Liang, Yuankai Wu
Comments: 22 pages, 13 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[322]  arXiv:2405.15311 (cross-list from cs.CV) [pdf, other]
Title: Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning
Authors: Khanh-Binh Nguyen, Chae Jung Park
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[323]  arXiv:2405.15294 (cross-list from stat.ML) [pdf, ps, other]
Title: Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revision
Authors: Stefan Dietrich, Julian Rodemann, Christoph Jansen
Comments: Accepted at the 11th International Conference on Soft Methods in Probability and Statistics (SMPS) 2024
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME)
[324]  arXiv:2405.15292 (cross-list from cs.LG) [pdf, other]
Title: Towards a Probabilistic Fusion Approach for Robust Battery Prognostics
Authors: Jokin Alcibar, Jose I. Aizpurua, Ekhi Zugasti
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[325]  arXiv:2405.15282 (cross-list from cs.LG) [pdf, other]
Title: Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation
Authors: Abhinav Jain, Swarat Chaudhuri, Thomas Reps, Chris Jermaine
Comments: 11 pages, 4 figures, 3 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[326]  arXiv:2405.15280 (cross-list from cs.IR) [pdf, other]
Title: DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback
Authors: Yiqing Wu, Ruobing Xie, Zhao Zhang, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Zhanhui Kang, Yongjun Xu
Comments: Accepted by KDD 2024 Research Track
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[327]  arXiv:2405.15264 (cross-list from cs.CV) [pdf, other]
Title: Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images
Authors: Saul Fuster, Farbod Khoraminia, Julio Silva-Rodríguez, Umay Kiraz, Geert J. L. H. van Leenders, Trygve Eftestøl, Valery Naranjo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Kjersti Engan
Comments: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[328]  arXiv:2405.15254 (cross-list from stat.ML) [pdf, other]
Title: Novel Kernel Models and Exact Representor Theory for Neural Networks Beyond the Over-Parameterized Regime
Authors: Alistair Shilton, Sunil Gupta, Santu Rana, Svetha Venkatesh
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[329]  arXiv:2405.15250 (cross-list from cs.HC) [pdf, other]
Title: Coaching Copilot: Blended Form of an LLM-Powered Chatbot and a Human Coach to Effectively Support Self-Reflection for Leadership Growth
Authors: Riku Arakawa, Hiromu Yakura
Comments: Accepted by the International ACM Conversational User Interfaces Conference (CUI '24)
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[330]  arXiv:2405.15245 (cross-list from cs.LG) [pdf, other]
Title: Cooperative Backdoor Attack in Decentralized Reinforcement Learning with Theoretical Guarantee
Authors: Mengtong Gao, Yifei Zou, Zuyuan Zhang, Xiuzhen Cheng, Dongxiao Yu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[331]  arXiv:2405.15222 (cross-list from cs.CV) [pdf, other]
Title: Leveraging Unknown Objects to Construct Labeled-Unlabeled Meta-Relationships for Zero-Shot Object Navigation
Authors: Yanwei Zheng, Changrui Li, Chuanlin Lan, Yaling Li, Xiao Zhang, Yifei Zou, Dongxiao Yu, Zhipeng Cai
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[332]  arXiv:2405.15208 (cross-list from cs.CL) [pdf, other]
Title: Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs
Authors: Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong
Comments: Accepted for publication at LREC-COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[333]  arXiv:2405.15194 (cross-list from cs.LG) [pdf, other]
Title: Efficient Reinforcement Learning via Large Language Model-based Search
Authors: Siddhant Bhambri, Amrita Bhattacharjee, Huan Liu, Subbarao Kambhampati
Comments: 9 pages + Appendix
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[334]  arXiv:2405.15185 (cross-list from cs.CL) [pdf, other]
Title: An Evaluation of Estimative Uncertainty in Large Language Models
Authors: Zhisheng Tang, Ke Shen, Mayank Kejriwal
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[335]  arXiv:2405.15182 (cross-list from cs.CR) [pdf, other]
Title: RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
Authors: Peihua Mai, Ran Yan, Yan Pang
Comments: 22 pages
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[336]  arXiv:2405.15177 (cross-list from cs.LG) [pdf, other]
Title: Diffusion Actor-Critic with Entropy Regulator
Authors: Yinuo Wang, Likun Wang, Yuxuan Jiang, Wenjun Zou, Tong Liu, Xujie Song, Wenxuan Wang, Liming Xiao, Jiang Wu, Jingliang Duan, Shengbo Eben Li
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[337]  arXiv:2405.15165 (cross-list from cs.CL) [pdf, other]
Title: A Solution-based LLM API-using Methodology for Academic Information Seeking
Authors: Yuanchun Wang, Jifan Yu, Zijun Yao, Jing Zhang, Yuyang Xie, Shangqing Tu, Yiyang Fu, Youhe Feng, Jinkai Zhang, Jingyao Zhang, Bowen Huang, Yuanyao Li, Huihui Yuan, Lei Hou, Juanzi Li, Jie Tang
Comments: 22 pages, 13 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
[338]  arXiv:2405.15164 (cross-list from cs.NE) [pdf, other]
Title: From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks
Authors: Jacob Russin, Sam Whitman McGrath, Danielle J. Williams, Lotem Elber-Dorozko
Comments: 32 pages (50 pages including references), 8 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[339]  arXiv:2405.15152 (cross-list from cs.CL) [pdf, other]
Title: Machine Unlearning in Large Language Models
Authors: Saaketh Koundinya Gundavarapu, Shreya Agarwal, Arushi Arora, Chandana Thimmalapura Jagadeeshaiah
Comments: 10 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[340]  arXiv:2405.15143 (cross-list from cs.LG) [pdf, other]
Title: Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models
Authors: Cong Lu, Shengran Hu, Jeff Clune
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[341]  arXiv:2405.15137 (cross-list from cs.CV) [pdf, other]
Title: An Approximate Dynamic Programming Framework for Occlusion-Robust Multi-Object Tracking
Authors: Pratyusha Musunuru, Yuchao Li, Jamison Weber, Dimitri Bertsekas
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[342]  arXiv:2405.15127 (cross-list from eess.IV) [pdf, other]
Title: Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images
Authors: Nohemi Sofia Leon Contreras, Marina D'Amato, Francesco Ciompi, Clement Grisi, Witali Aswolinskiy, Simona Vatrano, Filippo Fraggetta, Iris Nagtegaal
Comments: 4 pages, 3 figures, to be published in the 2024 IEEE International Symposium on Biomedical Imaging (ISBI) proceedings
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[343]  arXiv:2405.15124 (cross-list from cs.LG) [pdf, other]
Title: Scaling Law for Time Series Forecasting
Authors: Jingzhe Shi, Qinwei Ma, Huan Ma, Lei Li
Comments: 20 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[344]  arXiv:2405.15116 (cross-list from cs.LG) [pdf, other]
Title: Quantifying the Gain in Weak-to-Strong Generalization
Authors: Moses Charikar, Chirag Pabbaraju, Kirankumar Shiragur
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[345]  arXiv:2405.15097 (cross-list from cs.CL) [pdf, other]
Title: Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding
Authors: Suyoung Kim, Jiyeon Hwang, Ho-Young Jung
Comments: Accepted NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[346]  arXiv:2405.15077 (cross-list from cs.CL) [pdf, other]
Title: Eliciting Informative Text Evaluations with Large Language Models
Authors: Yuxuan Lu, Shengwei Xu, Yichi Zhang, Yuqing Kong, Grant Schoenebeck
Comments: Accepted by the Twenty-Fifth ACM Conference on Economics and Computation (EC'24)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT)
[347]  arXiv:2405.15073 (cross-list from astro-ph.IM) [pdf, other]
Title: Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts
Authors: Daniel Neira O., Pablo A. Estévez, Francisco Förster
Comments: Accepted in International Joint Conference on Neural Networks 2024
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Artificial Intelligence (cs.AI)
[348]  arXiv:2405.15064 (cross-list from cs.CL) [pdf, other]
Title: Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning
Authors: Fangjun Li, David C. Hogg, Anthony G. Cohn
Comments: Camera-Ready version for IJCAI 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Databases (cs.DB)
[349]  arXiv:2405.15054 (cross-list from cs.MA) [pdf, other]
Title: Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning
Authors: Matteo Bettini, Ryan Kortvelesy, Amanda Prorok
Subjects: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)
[350]  arXiv:2405.15052 (cross-list from cs.LG) [pdf, other]
Title: Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM Training
Authors: Xianzhi Du, Tom Gunter, Xiang Kong, Mark Lee, Zirui Wang, Aonan Zhang, Nan Du, Ruoming Pang
Comments: 8 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[351]  arXiv:2405.15047 (cross-list from cs.LG) [pdf, other]
Title: Credal Wrapper of Model Averaging for Uncertainty Estimation on Out-Of-Distribution Detection
Authors: Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar, David Moens, Hans Hallez
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[352]  arXiv:2405.15033 (cross-list from cs.CV) [pdf, other]
Title: Generating camera failures as a class of physics-based adversarial examples
Authors: Manav Prabhakar, Jwalandhar Girnar, Arpan Kusari
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)
[353]  arXiv:2405.15020 (cross-list from cs.CV) [pdf, other]
Title: AdjointDEIS: Efficient Gradients for Diffusion Models
Authors: Zander W. Blasingame, Chen Liu
Comments: Initial pre-print
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[354]  arXiv:2405.15019 (cross-list from cs.RO) [pdf, other]
Title: Agentic Skill Discovery
Authors: Xufeng Zhao, Cornelius Weber, Stefan Wermter
Comments: Webpage see this https URL
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[355]  arXiv:2405.15018 (cross-list from cs.LG) [pdf, other]
Title: What Variables Affect Out-Of-Distribution Generalization in Pretrained Models?
Authors: Md Yousuf Harun, Kyungbok Lee, Jhair Gallardo, Giri Krishnan, Christopher Kanan
Comments: Preprint
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[356]  arXiv:2405.15007 (cross-list from cs.CL) [pdf, other]
Title: RE-Adapt: Reverse Engineered Adaptation of Large Language Models
Authors: William Fleshman, Benjamin Van Durme
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[357]  arXiv:2405.14995 (cross-list from cs.DS) [pdf, other]
Title: Lower Bound on the Greedy Approximation Ratio for Adaptive Submodular Cover
Authors: Blake Harris, Viswanath Nagarajan
Comments: 7 pages, 1 figure. arXiv admin note: substantial text overlap with arXiv:2208.08351
Subjects: Data Structures and Algorithms (cs.DS); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[358]  arXiv:2405.14982 (cross-list from cs.LG) [pdf, other]
Title: In-context Time Series Predictor
Authors: Jiecheng Lu, Yan Sun, Shihao Yang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (stat.ML)
[359]  arXiv:2405.14974 (cross-list from cs.CV) [pdf, other]
Title: LOVA3: Learning to Visual Question Answering, Asking and Assessment
Authors: Henry Hengyuan Zhao, Pan Zhou, Difei Gao, Mike Zheng Shou
Comments: The code is available at this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[360]  arXiv:2405.14959 (cross-list from cs.CV) [pdf, other]
Title: EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting
Authors: Jiaxu Wang, Junhao He, Ziyi Zhang, Mingyuan Sun, Jingkai Sun, Renjing Xu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[361]  arXiv:2405.14957 (cross-list from cs.LG) [pdf, other]
Title: Understanding the dynamics of the frequency bias in neural networks
Authors: Juan Molina, Mircea Petrache, Francisco Sahli Costabal, Matías Courdurier
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[362]  arXiv:2405.14953 (cross-list from cs.LG) [pdf, other]
Title: Mallows-DPO: Fine-Tune Your LLM with Preference Dispersions
Authors: Haoxian Chen, Hanyang Zhao, Henry Lam, David Yao, Wenpin Tang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[363]  arXiv:2405.14925 (cross-list from q-bio.BM) [pdf, other]
Title: PILOT: Equivariant diffusion for pocket conditioned de novo ligand generation with multi-objective guidance via importance sampling
Authors: Julian Cremer, Tuan Le, Frank Noé, Djork-Arné Clevert, Kristof T. Schütt
Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
[364]  arXiv:2405.14909 (cross-list from cs.GT) [pdf, ps, other]
Title: Interpretable Price Bounds Estimation with Shape Constraints in Price Optimization
Authors: Shunnosuke Ikeda, Naoki Nishimura, Shunji Umetani
Subjects: Computer Science and Game Theory (cs.GT); Artificial Intelligence (cs.AI); Optimization and Control (math.OC)
[365]  arXiv:2405.14908 (cross-list from cs.LG) [pdf, other]
Title: Data Mixing Made Efficient: A Bivariate Scaling Law for Language Model Pretraining
Authors: Ce Ge, Zhijian Ma, Daoyuan Chen, Yaliang Li, Bolin Ding
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[366]  arXiv:2405.14906 (cross-list from cs.SE) [pdf, other]
Title: AutoCoder: Enhancing Code Large Language Model with \textsc{AIEV-Instruct}
Authors: Bin Lei, Yuchen Li, Qiuwu Chen
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)
[367]  arXiv:2405.14905 (cross-list from eess.IV) [pdf, other]
Title: Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation
Authors: Kang Liu, Zhuoqi Ma, Xiaolu Kang, Zhusi Zhong, Zhicheng Jiao, Grayson Baird, Harrison Bai, Qiguang Miao
Comments: The code is available at this https URL or this https URL
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[368]  arXiv:2405.14903 (cross-list from physics.flu-dyn) [pdf, other]
Title: Neural Fluidic System Design and Control with Differentiable Simulation
Authors: Yifei Li, Yuchen Sun, Pingchuan Ma, Eftychios Sifakis, Tao Du, Bo Zhu, Wojciech Matusik
Subjects: Fluid Dynamics (physics.flu-dyn); Artificial Intelligence (cs.AI); Graphics (cs.GR)
[369]  arXiv:2405.14899 (cross-list from cs.CL) [pdf, other]
Title: DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
Authors: Zijian Zhou, Xiaoqiang Lin, Xinyi Xu, Alok Prakash, Daniela Rus, Bryan Kian Hsiang Low
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[370]  arXiv:2405.14880 (cross-list from cs.CV) [pdf, other]
Title: Dissecting Query-Key Interaction in Vision Transformers
Authors: Xu Pan, Aaron Philip, Ziqian Xie, Odelia Schwartz
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[371]  arXiv:2405.14879 (cross-list from cs.CV) [pdf, ps, other]
Title: Automatic Coral Detection with YOLO: A Deep Learning Approach for Efficient and Accurate Coral Reef Monitoring
Authors: Ouassine Younes (LISI, Computer Science Department), Zahir Jihad (LISI, Computer Science Department), Conruyt Noël (LIM), Kayal Mohsen (ENTROPIE (Nouvelle-Calédonie)), A. Martin Philippe (LIM), Chenin Eric (UMMISCO), Bigot Lionel (ENTROPIE (Réunion)), Vignes Lebbe Regine (ISYEB)
Journal-ref: ECAI 2023 International Workshops, Sep 2023, Krak{\'o}w, France. pp.170-177
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[372]  arXiv:2405.14876 (cross-list from cs.CV) [pdf, other]
Title: Precise and Robust Sidewalk Detection: Leveraging Ensemble Learning to Surpass LLM Limitations in Urban Environments
Authors: Ibne Farabi Shihab, Benjir Islam Alvee, Sudesh Ramesh Bhagat, Anuj Sharma
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[373]  arXiv:2405.14875 (cross-list from eess.IV) [pdf, ps, other]
Title: BloodCell-Net: A lightweight convolutional neural network for the classification of all microscopic blood cell images of the human body
Authors: Sohag Kumar Mondal, Md. Simul Hasan Talukder, Mohammad Aljaidi, Rejwan Bin Sulaiman, Md Mohiuddin Sarker Tushar, Amjad A Alsuwaylimi
Comments: 24 pages, 7 tables and 13 Figures
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[374]  arXiv:2405.07284 (cross-list from cs.CV) [pdf, ps, other]
Title: Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP)
Authors: Saaketh Koundinya Gundavarapu, Arushi Arora, Shreya Agarwal
Comments: 5 pages, 3 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[375]  arXiv:2403.15405 (cross-list from q-bio.NC) [pdf, other]
Title: Predicting Parkinson's disease trajectory using clinical and functional MRI features: a reproduction and replication study
Authors: Elodie Germani (EMPENN, LACODAM), Nikhil Baghwat, Mathieu Dugré (CSE), Rémi Gau, Albert Montillo, Kevin Nguyen, Andrzej Sokolowski (CSE), Madeleine Sharp, Jean-Baptiste Poline, Tristan Glatard (CSE)
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)

Fri, 24 May 2024 (showing first 168 of 333 entries)

[376]  arXiv:2405.14728 [pdf, ps, other]
Title: Intervention and Conditioning in Causal Bayesian Networks
Authors: Sainyam Galhotra, Joseph Y. Halpern
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[377]  arXiv:2405.14716 [pdf, other]
Title: HTN-Based Tutors: A New Intelligent Tutoring Framework Based on Hierarchical Task Networks
Authors: Momin N. Siddiqui, Adit Gupta, Jennifer M. Reddig, Christopher J. MacLellan
Comments: Accepted for publication in Proceedings of the Eleventh ACM Conference on Learning @ Scale (L@S'24), July 18--20, 2024, Atlanta, GA, USA
Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[378]  arXiv:2405.14707 [pdf, ps, other]
Title: Artificial Intelligence (AI) in Legal Data Mining
Authors: Aniket Deroy, Naksatra Kumar Bailung, Kripabandhu Ghosh, Saptarshi Ghosh, Abhijnan Chakraborty
Comments: Book name-Technology and Analytics for Law and Justice, Page no-273-297, Chapter no-14
Subjects: Artificial Intelligence (cs.AI)
[379]  arXiv:2405.14691 [pdf, other]
Title: CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System
Authors: Qinghua Guan, Jinhui Ouyang, Di Wu, Weiren Yu
Subjects: Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)
[380]  arXiv:2405.14600 [pdf, other]
Title: Discretization of continuous input spaces in the hippocampal autoencoder
Authors: Adrian F. Amil, Ismael T. Freire, Paul F. M. J. Verschure
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neurons and Cognition (q-bio.NC)
[381]  arXiv:2405.14573 [pdf, other]
Title: AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
Authors: Christopher Rawles, Sarah Clinckemaillie, Yifan Chang, Jonathan Waltz, Gabrielle Lau, Marybeth Fair, Alice Li, William Bishop, Wei Li, Folawiyo Campbell-Ajala, Daniel Toyama, Robert Berry, Divya Tyamagundlu, Timothy Lillicrap, Oriana Riva
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[382]  arXiv:2405.14436 [pdf, other]
Title: LARS-VSA: A Vector Symbolic Architecture For Learning with Abstract Rules
Authors: Mohamed Mejri, Chandramouli Amarnath, Abhijit Chatterjee
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[383]  arXiv:2405.14414 [pdf, other]
Title: Proving Theorems Recursively
Authors: Haiming Wang, Huajian Xin, Zhengying Liu, Wenda Li, Yinya Huang, Jianqiao Lu, Zhicheng Yang, Jing Tang, Jian Yin, Zhenguo Li, Xiaodan Liang
Comments: 21 pages, 5 figures, 3 tables
Subjects: Artificial Intelligence (cs.AI)
[384]  arXiv:2405.14411 [pdf, other]
Title: Large Language Models for Explainable Decisions in Dynamic Digital Twins
Authors: Nan Zhang, Christian Vergara-Marcillo, Georgios Diamantopoulos, Jingran Shen, Nikos Tziritas, Rami Bahsoon, Georgios Theodoropoulos
Comments: 8 pages, 3 figures, under review
Subjects: Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[385]  arXiv:2405.14391 [pdf, other]
Title: Explainable Few-shot Knowledge Tracing
Authors: Haoxuan Li, Jifan Yu, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Juanzi Li, Zhang Xiong
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)
[386]  arXiv:2405.14389 [pdf, other]
Title: stl2vec: Semantic and Interpretable Vector Representation of Temporal Logic
Authors: Gaia Saveri, Laura Nenzi, Luca Bortolussi, Jan Křetínský
Subjects: Artificial Intelligence (cs.AI)
[387]  arXiv:2405.14346 [pdf, other]
Title: Mixture of Public and Private Distributions in Imperfect Information Games
Authors: Jérôme Arjonilla, Abdallah Saffidine, Tristan Cazenave
Comments: Accepted in CoG 2023
Journal-ref: 2023 IEEE Conference on Games (CoG)
Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT)
[388]  arXiv:2405.14333 [pdf, other]
Title: DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Authors: Huajian Xin, Daya Guo, Zhihong Shao, Zhizhou Ren, Qihao Zhu, Bo Liu, Chong Ruan, Wenda Li, Xiaodan Liang
Subjects: Artificial Intelligence (cs.AI)
[389]  arXiv:2405.14314 [pdf, other]
Title: Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
Authors: Yang Zhang, Shixin Yang, Chenjia Bai, Fei Wu, Xiu Li, Zhen Wang, Xuelong Li
Comments: The first two authors contributed equally
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Multiagent Systems (cs.MA); Robotics (cs.RO)
[390]  arXiv:2405.14265 [pdf, other]
Title: Deep Reinforcement Learning for 5*5 Multiplayer Go
Authors: Brahim Driss, Jérôme Arjonilla, Hui Wang, Abdallah Saffidine, Tristan Cazenave
Comments: Accepted in EvoApps at Evostar2023
Journal-ref: International Conference on the Applications of Evolutionary Computation (Part of EvoStar), 2023, 753--764
Subjects: Artificial Intelligence (cs.AI)
[391]  arXiv:2405.14244 [pdf, other]
Title: Tell my why: Training preferences-based RL with human preferences and step-level explanations
Authors: Jakob Karalus
Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[392]  arXiv:2405.14173 [pdf, other]
Title: Human-Agent Cooperation in Games under Incomplete Information through Natural Language Communication
Authors: Shenghui Chen, Daniel Fried, Ufuk Topcu
Comments: with appendix
Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[393]  arXiv:2405.14170 [pdf, other]
Title: Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
Authors: Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[394]  arXiv:2405.14125 [pdf, other]
Title: ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
Authors: Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[395]  arXiv:2405.14078 [pdf, ps, other]
Title: A finite time analysis of distributed Q-learning
Authors: Han-Dong Lim, Donghwan Lee
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[396]  arXiv:2405.14062 [pdf, other]
Title: ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles
Authors: Jiawei Zhang, Chejian Xu, Bo Li
Comments: The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[397]  arXiv:2405.14061 [pdf, other]
Title: Meanings and Feelings of Large Language Models: Observability of Latent States in Generative AI
Authors: Tian Yu Liu, Stefano Soatto, Matteo Marchi, Pratik Chaudhari, Paulo Tabuada
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[398]  arXiv:2405.14058 [pdf, other]
Title: Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates
Authors: Udayan Mandal, Guy Amir, Haoze Wu, Ieva Daukantas, Fletcher Lee Newell, Umberto J. Ravaioli, Baoluo Meng, Michael Durling, Milan Ganai, Tobey Shim, Guy Katz, Clark Barrett
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY)
[399]  arXiv:2405.14012 [pdf, other]
Title: Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models
Authors: Tolga Çöplü, Arto Bendiken, Andrii Skomorokhov, Eduard Bateiko, Stephen Cobb
Comments: 7 pages, 5 figures
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[400]  arXiv:2405.14001 [pdf, ps, other]
Title: Nondeterministic Causal Models
Authors: Sander Beckers
Comments: Preliminary version: currently under review
Subjects: Artificial Intelligence (cs.AI)
[401]  arXiv:2405.13966 [pdf, other]
Title: On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models
Authors: Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[402]  arXiv:2405.13960 [pdf, other]
Title: Learning To Play Atari Games Using Dueling Q-Learning and Hebbian Plasticity
Authors: Md Ashfaq Salehin
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[403]  arXiv:2405.13873 [pdf, other]
Title: FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering
Authors: Yuan Sui, Yufei He, Nian Liu, Xiaoxin He, Kun Wang, Bryan Hooi
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[404]  arXiv:2405.13872 [pdf, other]
Title: Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
Authors: Qiji Zhou, Ruochen Zhou, Zike Hu, Panzhong Lu, Siyang Gao, Yue Zhang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[405]  arXiv:2405.13863 [pdf, other]
Title: Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
Authors: Arko Banerjee, Kia Rahmani, Joydeep Biswas, Isil Dillig
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[406]  arXiv:2405.13651 [pdf, ps, other]
Title: ConcertoRL: An Innovative Time-Interleaved Reinforcement Learning Approach for Enhanced Control in Direct-Drive Tandem-Wing Vehicles
Authors: Minghao Zhang, Bifeng Song, Changhao Chen, Xinyu Lang
Comments: 48 pages, 35 figures
Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)
[407]  arXiv:2405.13602 [pdf, other]
Title: COTET: Cross-view Optimal Transport for Knowledge Graph Entity Typing
Authors: Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[408]  arXiv:2405.13462 [pdf, other]
Title: Blockchain and Artificial Intelligence: Synergies and Conflicts
Authors: Leon Witt, Armando Teles Fortes, Kentaroh Toyoda, Wojciech Samek, Dan Li
Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[409]  arXiv:2405.13356 [pdf, other]
Title: Large Language Models (LLMs) Assisted Wireless Network Deployment in Urban Settings
Authors: Nurullah Sevim, Mostafa Ibrahim, Sabit Ekin
Comments: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
Subjects: Artificial Intelligence (cs.AI)
[410]  arXiv:2405.13352 [pdf, other]
Title: "Turing Tests" For An AI Scientist
Authors: Xiaoxin Yin
Subjects: Artificial Intelligence (cs.AI)
[411]  arXiv:2405.13242 [pdf, other]
Title: Goals as Reward-Producing Programs
Authors: Guy Davidson, Graham Todd, Julian Togelius, Todd M. Gureckis, Brenden M. Lake
Comments: Project website and goal program viewer: this https URL
Subjects: Artificial Intelligence (cs.AI)
[412]  arXiv:2405.13231 [pdf, ps, other]
Title: Multiple Realizability and the Rise of Deep Learning
Authors: Sam Whitman McGrath, Jacob Russin
Subjects: Artificial Intelligence (cs.AI)
[413]  arXiv:2405.13219 [pdf, other]
Title: How Reliable AI Chatbots are for Disease Prediction from Patient Complaints?
Authors: Ayesha Siddika Nipu, K M Sajjadul Islam, Praveen Madiraju
Comments: 24th IEEE International Conference on Information Reuse and Integration (IEEE IRI 2024), San Jose, CA, USA
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[414]  arXiv:2405.13144 [pdf, other]
Title: Mamo: a Mathematical Modeling Benchmark with Solvers
Authors: Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang
Comments: Project: this https URL
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[415]  arXiv:2405.13099 [pdf, other]
Title: The Role of Emotions in Informational Support Question-Response Pairs in Online Health Communities: A Multimodal Deep Learning Approach
Authors: Mohsen Jozani, Jason A. Williams, Ahmed Aleroud, Sarbottam Bhagat
Comments: 37 pages, 15 figures
Subjects: Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[416]  arXiv:2405.13092 [pdf, other]
Title: CausalPlayground: Addressing Data-Generation Requirements in Cutting-Edge Causality Research
Authors: Andreas W M Sauter, Erman Acar, Aske Plaat
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[417]  arXiv:2405.14869 (cross-list from cs.CV) [pdf, other]
Title: PuzzleAvatar: Assembling 3D Avatars from Personal Albums
Authors: Yuliang Xiu, Yufei Ye, Zhen Liu, Dimitrios Tzionas, Michael J. Black
Comments: video: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Graphics (cs.GR)
[418]  arXiv:2405.14868 (cross-list from cs.CV) [pdf, other]
Title: Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis
Authors: Basile Van Hoorick, Rundi Wu, Ege Ozguroglu, Kyle Sargent, Ruoshi Liu, Pavel Tokmakov, Achal Dave, Changxi Zheng, Carl Vondrick
Comments: Project webpage is available at: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)
[419]  arXiv:2405.14863 (cross-list from cs.CL) [pdf, other]
Title: A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large Language Models Reveal Human-like Patterns
Authors: Asaf Yehudai, Taelin Karidi, Gabriel Stanovsky, Ariel Goldstein, Omri Abend
Comments: CogSci
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[420]  arXiv:2405.14861 (cross-list from cs.LG) [pdf, ps, other]
Title: Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
Authors: Gen Li, Yuling Yan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Statistics Theory (math.ST); Machine Learning (stat.ML)
[421]  arXiv:2405.14857 (cross-list from cs.CV) [pdf, other]
Title: Semantica: An Adaptable Image-Conditioned Diffusion Model
Authors: Manoj Kumar, Neil Houlsby, Emiel Hoogeboom
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[422]  arXiv:2405.14855 (cross-list from cs.CV) [pdf, other]
Title: Synergistic Global-space Camera and Human Reconstruction from Videos
Authors: Yizhou Zhao, Tuanfeng Y. Wang, Bhiksha Raj, Min Xu, Jimei Yang, Chun-Hao Paul Huang
Comments: CVPR 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[423]  arXiv:2405.14853 (cross-list from cs.LG) [pdf, other]
Title: Privileged Sensing Scaffolds Reinforcement Learning
Authors: Edward S. Hu, James Springer, Oleh Rybkin, Dinesh Jayaraman
Comments: ICLR 2024 Spotlight version
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[424]  arXiv:2405.14838 (cross-list from cs.CL) [pdf, other]
Title: From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
Authors: Yuntian Deng, Yejin Choi, Stuart Shieber
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[425]  arXiv:2405.14831 (cross-list from cs.CL) [pdf, other]
Title: HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Authors: Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[426]  arXiv:2405.14822 (cross-list from cs.CV) [pdf, other]
Title: PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
Authors: Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Machine Learning (stat.ML)
[427]  arXiv:2405.14808 (cross-list from cs.CL) [pdf, other]
Title: Implicit Personalization in Language Models: A Systematic Study
Authors: Zhijing Jin, Nils Heil, Jiarui Liu, Shehzaad Dhuliawala, Yahang Qi, Bernhard Schölkopf, Rada Mihalcea, Mrinmaya Sachan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[428]  arXiv:2405.14796 (cross-list from cs.CV) [pdf, other]
Title: Generative Plant Growth Simulation from Sequence-Informed Environmental Conditions
Authors: Mohamed Debbagh, Yixue Liu, Zhouzhou Zheng, Xintong Jiang, Shangpeng Sun, Mark Lefsrud
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Quantitative Methods (q-bio.QM)
[429]  arXiv:2405.14781 (cross-list from cs.CR) [pdf, other]
Title: Unified Neural Backdoor Removal with Only Few Clean Samples through Unlearning and Relearning
Authors: Nay Myat Min, Long H. Pham, Jun Sun
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[430]  arXiv:2405.14768 (cross-list from cs.CL) [pdf, other]
Title: WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
Authors: Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
Comments: Work in progress
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[431]  arXiv:2405.14758 (cross-list from cs.GT) [pdf, ps, other]
Title: Axioms for AI Alignment from Human Feedback
Authors: Luise Ge, Daniel Halpern, Evi Micha, Ariel D. Procaccia, Itai Shapira, Yevgeniy Vorobeychik, Junlin Wu
Subjects: Computer Science and Game Theory (cs.GT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[432]  arXiv:2405.14753 (cross-list from cs.SE) [pdf, other]
Title: A Transformer-Based Approach for Smart Invocation of Automatic Code Completion
Authors: Aral de Moor, Arie van Deursen, Maliheh Izadi
Comments: 10 pages, 3 figures; Accepted at FSE AIWARE'24
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[433]  arXiv:2405.14750 (cross-list from astro-ph.SR) [pdf, other]
Title: Extreme Solar Flare Prediction Using Residual Networks with HMI Magnetograms and Intensitygrams
Authors: Juyoung Yun, Jungmin Shin
Comments: submitted to SPAICE Conference 2024
Subjects: Solar and Stellar Astrophysics (astro-ph.SR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[434]  arXiv:2405.14749 (cross-list from cs.LG) [pdf, other]
Title: Policy Gradient Methods for Risk-Sensitive Distributional Reinforcement Learning with Provable Convergence
Authors: Minheng Xiao, Xian Yu, Lei Ying
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC)
[435]  arXiv:2405.14748 (cross-list from cs.LG) [pdf, other]
Title: MultiCast: Zero-Shot Multivariate Time Series Forecasting Using LLMs
Authors: Georgios Chatzigeorgakidis, Konstantinos Lentzos, Dimitrios Skoutas
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[436]  arXiv:2405.14747 (cross-list from cs.CV) [pdf, other]
Title: TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
Authors: Yanping Fu, Wenbin Liao, Xinyuan Liu, Hang xu, Yike Ma, Feng Dai, Yucheng Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[437]  arXiv:2405.14743 (cross-list from cs.LG) [pdf, other]
Title: Iterative Causal Segmentation: Filling the Gap between Market Segmentation and Marketing Strategy
Authors: Kaihua Ding, Jingsong Cui, Mohammad Soltani, Jing Jin
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[438]  arXiv:2405.14742 (cross-list from cs.LG) [pdf, other]
Title: HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning
Authors: Zhuo Xu, Lu Bai, Lixin Cui, Ming Li, Yue Wang, Edwin R. Hancock
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[439]  arXiv:2405.14719 (cross-list from math.OC) [pdf, other]
Title: Decision-Focused Forecasting: Decision Losses for Multistage Optimisation
Authors: Egon Peršak, Miguel F. Anjos
Comments: Under review. Preprint
Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[440]  arXiv:2405.14718 (cross-list from cs.CV) [pdf, other]
Title: StyleX: A Trainable Metric for X-ray Style Distances
Authors: Dominik Eckert, Christopher Syben, Christian Hümmer, Ludwig Ritschl, Steffen Kappler, Sebastian Stober
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[441]  arXiv:2405.14715 (cross-list from cs.CV) [pdf, other]
Title: Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models
Authors: Young Kyun Jang, Ser-nam Lim
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[442]  arXiv:2405.14713 (cross-list from cs.HC) [pdf, other]
Title: Towards Educator-Driven Tutor Authoring: Generative AI Approaches for Creating Intelligent Tutor Interfaces
Authors: Tommaso Calo, Christopher J. MacLellan
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
[443]  arXiv:2405.14712 (cross-list from cs.RO) [pdf, other]
Title: Evolution and learning in differentiable robots
Authors: Luke Strgar, David Matthews, Tyler Hummer, Sam Kriegman
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)
[444]  arXiv:2405.14702 (cross-list from cs.CV) [pdf, other]
Title: G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
Authors: Pengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, Dawei Yin
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[445]  arXiv:2405.14701 (cross-list from cs.CV) [pdf, other]
Title: High Fidelity Scene Text Synthesis
Authors: Yibin Wang, Weizhong Zhang, Jianwei Zheng, Cheng Jin
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[446]  arXiv:2405.14696 (cross-list from cs.CL) [pdf, other]
Title: A Declarative System for Optimizing AI Workloads
Authors: Chunwei Liu, Matthew Russo, Michael Cafarella, Lei Cao, Peter Baille Chen, Zui Chen, Michael Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
Comments: 28 pages, 10 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Databases (cs.DB)
[447]  arXiv:2405.14669 (cross-list from cs.LG) [pdf, other]
Title: Efficiency for Free: Ideal Data Are Transportable Representations
Authors: Peng Sun, Yi Jiang, Tao Lin
Comments: Code: this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[448]  arXiv:2405.14664 (cross-list from cs.LG) [pdf, other]
Title: Fisher Flow Matching for Generative Modeling over Discrete Data
Authors: Oscar Davis, Samuel Kessler, Mircea Petrache, İsmail İlkan Ceylan, Avishek Joey Bose
Comments: Preprint, Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[449]  arXiv:2405.14660 (cross-list from cs.LG) [pdf, other]
Title: Implicit In-context Learning
Authors: Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[450]  arXiv:2405.14654 (cross-list from cs.CL) [pdf, other]
Title: Efficient Medical Question Answering with Knowledge-Augmented Question Generation
Authors: Julien Khlaut, Corentin Dancette, Elodie Ferreres, Alaedine Bennani, Paul Hérent, Pierre Manceron
Comments: Accepted at the Clinical Natural Language Processing Workshop, NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[451]  arXiv:2405.14632 (cross-list from cs.LG) [pdf, other]
Title: Reinforcement Learning for Fine-tuning Text-to-speech Diffusion Models
Authors: Jingyi Chen, Ju-Seung Byun, Micha Elsner, Andrew Perrault
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[452]  arXiv:2405.14629 (cross-list from cs.LG) [pdf, other]
Title: Which Experiences Are Influential for RL Agents? Efficiently Estimating The Influence of Experiences
Authors: Takuya Hiraoka, Guanquan Wang, Takashi Onishi, Yoshimasa Tsuruoka
Comments: Source code: this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[453]  arXiv:2405.14616 (cross-list from cs.LG) [pdf, other]
Title: TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
Authors: Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[454]  arXiv:2405.14612 (cross-list from cs.CV) [pdf, other]
Title: Explaining Multi-modal Large Language Models by Analyzing their Vision Perception
Authors: Loris Giulivi, Giacomo Boracchi
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[455]  arXiv:2405.14608 (cross-list from cs.LG) [pdf, other]
Title: ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
Authors: Xuan-May Le, Ling Luo, Uwe Aickelin, Minh-Tuan Tran
Comments: Accepted at KDD 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[456]  arXiv:2405.14606 (cross-list from cs.LO) [pdf, ps, other]
Title: Logical Characterizations of Recurrent Graph Neural Networks with Reals and Floats
Authors: Veeti Ahvonen, Damian Heiman, Antti Kuusisto, Carsten Lutz
Subjects: Logic in Computer Science (cs.LO); Artificial Intelligence (cs.AI)
[457]  arXiv:2405.14601 (cross-list from cs.CL) [pdf, other]
Title: A FAIR and Free Prompt-based Research Assistant
Authors: Mahsa Shamsabadi, Jennifer D'Souza
Comments: 6 pages, 2 figures, accepted to the Demo track of NLDB 2024 (this https URL)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[458]  arXiv:2405.14597 (cross-list from cs.LG) [pdf, other]
Title: Integer Scale: A Free Lunch for Faster Fine-grained Quantization of LLMs
Authors: Qingyuan Li, Ran Meng, Yiduo Li, Bo Zhang, Yifan Lu, Yerui Sun, Lin Ma, Yuchen Xie
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[459]  arXiv:2405.14582 (cross-list from cs.CV) [pdf, other]
Title: PoseCrafter: One-Shot Personalized Video Synthesis Following Flexible Pose Control
Authors: Yong Zhong, Min Zhao, Zebin You, Xiaofeng Yu, Changwang Zhang, Chongxuan Li
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[460]  arXiv:2405.14569 (cross-list from cs.CR) [pdf, other]
Title: PrivCirNet: Efficient Private Inference via Block Circulant Transformation
Authors: Tianshi Xu, Lemeng Wu, Runsheng Wang, Meng Li
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[461]  arXiv:2405.14563 (cross-list from cs.CV) [pdf, other]
Title: Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet
Authors: Loris Giulivi, Giacomo Boracchi
Comments: Accepted for publication at IJCNN 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[462]  arXiv:2405.14555 (cross-list from cs.CL) [pdf, other]
Title: Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models
Authors: Abhishek Kumar, Sarfaroz Yunusov, Ali Emami
Comments: 9 pages (excluding references), accepted to ACL 2024 Main Conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[463]  arXiv:2405.14554 (cross-list from cs.CV) [pdf, other]
Title: UDKAG: Augmenting Large Vision-Language Models with Up-to-Date Knowledge
Authors: Chuanhao Li, Zhen Li, Chenchen Jing, Shuo Liu, Wenqi Shao, Yuwei Wu, Ping Luo, Yu Qiao, Kaipeng Zhang
Comments: 12 pages, 6 figures, a framework to augment large vision-language models with up-to-date knowledge
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[464]  arXiv:2405.14547 (cross-list from cs.LG) [pdf, other]
Title: Causal Effect Identification in a Sub-Population with Latent Variables
Authors: Amir Mohammad Abouei, Ehsan Mokhtarian, Negar Kiyavash, Matthias Grossglauser
Comments: 19 pages, 5 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[465]  arXiv:2405.14536 (cross-list from q-bio.MN) [pdf, other]
Title: Regressor-free Molecule Generation to Support Drug Response Prediction
Authors: Kun Li, Xiuwen Gong, Shirui Pan, Jia Wu, Bo Du, Wenbin Hu
Comments: 22 pages, 7 figures, 9 tables,
Subjects: Molecular Networks (q-bio.MN); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[466]  arXiv:2405.14535 (cross-list from cs.CL) [pdf, other]
Title: Exploring Alignment in Shared Cross-lingual Spaces
Authors: Basel Mousi, Nadir Durrani, Fahim Dalvi, Majd Hawasly, Ahmed Abdelali
Comments: ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[467]  arXiv:2405.14527 (cross-list from cs.LG) [pdf, other]
Title: ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution
Authors: Guillaume Couairon, Christian Lessig, Anastase Charantonis, Claire Monteleoni
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[468]  arXiv:2405.14522 (cross-list from cs.LG) [pdf, other]
Title: Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property
Authors: Yuya Yoshikawa, Masanari Kimura, Ryotaro Shimizu, Yuki Saito
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[469]  arXiv:2405.14516 (cross-list from cs.CV) [pdf, other]
Title: Towards Realistic Long-tailed Semi-supervised Learning in an Open World
Authors: Yuanpeng He, Lijian Li
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[470]  arXiv:2405.14506 (cross-list from cs.CV) [pdf, other]
Title: SIAVC: Semi-Supervised Framework for Industrial Accident Video Classification
Authors: Zuoyong Li, Qinghua Lin, Haoyi Fan, Tiesong Zhao, David Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[471]  arXiv:2405.14505 (cross-list from cs.CL) [pdf, other]
Title: Explainable automatic industrial carbon footprint estimation from bank transaction classification using natural language processing
Authors: Jaime González-González, Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, Óscar Barba-Seara
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
[472]  arXiv:2405.14504 (cross-list from cs.CV) [pdf, other]
Title: Enhanced Spatiotemporal Prediction Using Physical-guided And Frequency-enhanced Recurrent Neural Networks
Authors: Xuanle Zhao, Yue Sun, Tielin Zhang, Bo Xu
Comments: 11 pages, 8 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[473]  arXiv:2405.14489 (cross-list from cs.SD) [pdf, other]
Title: End-to-End User-Defined Keyword Spotting using Shifted Delta Coefficients
Authors: Kesavaraj V, Anuprabha M, Anil Kumar Vuppala
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[474]  arXiv:2405.14478 (cross-list from cs.CR) [pdf, other]
Title: SLIFER: Investigating Performance and Robustness of Malware Detection Pipelines
Authors: Andrea Ponte, Dmitrijs Trizna, Luca Demetrio, Battista Biggio, Fabio Roli
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
[475]  arXiv:2405.14475 (cross-list from cs.CV) [pdf, other]
Title: MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes
Authors: Ruiyuan Gao, Kai Chen, Zhihao Li, Lanqing Hong, Zhenguo Li, Qiang Xu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[476]  arXiv:2405.14473 (cross-list from cs.LG) [pdf, other]
Title: Poisson Variational Autoencoder
Authors: Hadi Vafaii, Dekel Galor, Jacob L. Yates
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC)
[477]  arXiv:2405.14467 (cross-list from cs.CV) [pdf, other]
Title: Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation
Authors: Daniel Kienzle, Marco Kantonis, Robin Schön, Rainer Lienhart
Comments: 7 pages, to be published in IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR) 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[478]  arXiv:2405.14452 (cross-list from cs.CV) [pdf, other]
Title: JointRF: End-to-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression
Authors: Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang
Comments: 8 pages, 5 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[479]  arXiv:2405.14446 (cross-list from cs.LG) [pdf, other]
Title: Worldwide Federated Training of Language Models
Authors: Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, William F. Shen, Nicholas Donald Lane
Comments: 19 pages, 8 figures, Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[480]  arXiv:2405.14445 (cross-list from cs.CL) [pdf, ps, other]
Title: Exploring the use of a Large Language Model for data extraction in systematic reviews: a rapid feasibility study
Authors: Lena Schmidt, Kaitlyn Hair, Sergio Graziozi, Fiona Campbell, Claudia Kapp, Alireza Khanteymoori, Dawn Craig, Mark Engelbert, James Thomas
Comments: Conference proceedings, peer-reviewed and presented at the 3rd Workshop on Augmented Intelligence for Technology-Assisted Reviews Systems, Glasgow, 2024
Journal-ref: Proceedings of the 3rd Workshop on Augmented Intelligence for Technology-Assisted Reviews Systems, 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[481]  arXiv:2405.14431 (cross-list from cs.CL) [pdf, other]
Title: RaFe: Ranking Feedback Improves Query Rewriting for RAG
Authors: Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
Comments: 16 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[482]  arXiv:2405.14430 (cross-list from cs.CV) [pdf, other]
Title: PipeFusion: Displaced Patch Pipeline Parallelism for Inference of Diffusion Transformer Models
Authors: Jiannan Wang, Jiarui Fang, Aoyu Li, PengCheng Yang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Performance (cs.PF)
[483]  arXiv:2405.14422 (cross-list from cs.LG) [pdf, other]
Title: Unraveling overoptimism and publication bias in ML-driven science
Authors: Pouria Saidi, Gautam Dasarathy, Visar Berisha
Comments: 31 pages, 7 figures, 6 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[484]  arXiv:2405.14419 (cross-list from cs.CV) [pdf, other]
Title: Motion-based video compression for resource-constrained camera traps
Authors: Malika Nisal Ratnayake, Lex Gallon, Adel N. Toosi, Alan Dorin
Comments: 6 pages, 2 figures, 2 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Quantitative Methods (q-bio.QM)
[485]  arXiv:2405.14398 (cross-list from cs.HC) [pdf, other]
Title: SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
Authors: Weiyu Guo, Ying Sun, Yijie Xu, Ziyue Qiao, Yongkui Yang, Hui Xiong
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Signal Processing (eess.SP)
[486]  arXiv:2405.14394 (cross-list from cs.CL) [pdf, other]
Title: Instruction Tuning With Loss Over Instructions
Authors: Zhengyan Shi, Adam X. Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, Aldo Lipani
Comments: Code is available at this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[487]  arXiv:2405.14385 (cross-list from cs.CL) [pdf, other]
Title: Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis
Authors: Aline Étienne, Delphine Battistelli, Gwénolé Lecorvé
Comments: 17 pages, 12 figures, submitted to ACL 2024 WASSA workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[488]  arXiv:2405.14384 (cross-list from cs.LG) [pdf, other]
Title: Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models
Authors: Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Comments: Accepted at IEEE/CVF Computer Vision and Pattern Recognition Conference Workshops (CVPRW) 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[489]  arXiv:2405.14383 (cross-list from cs.CL) [pdf, other]
Title: Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
Authors: Zhihua Wen, Zhiliang Tian, Zexin Jian, Zhen Huang, Pei Ke, Yifu Gao, Minlie Huang, Dongsheng Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[490]  arXiv:2405.14379 (cross-list from cs.CL) [pdf, other]
Title: Can Large Language Models Create New Knowledge for Spatial Reasoning Tasks?
Authors: Thomas Greatrix, Roger Whitaker, Liam Turner, Walter Colombo
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[491]  arXiv:2405.14377 (cross-list from cs.LG) [pdf, other]
Title: CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
Authors: Zi Yang, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[492]  arXiv:2405.14374 (cross-list from stat.ML) [pdf, other]
Title: State-Constrained Offline Reinforcement Learning
Authors: Charles A. Hepburn, Yue Jin, Giovanni Montana
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[493]  arXiv:2405.14366 (cross-list from cs.CL) [pdf, other]
Title: MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
Authors: Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Gholamreza Haffari, Bohan Zhuang
Comments: Tech report
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[494]  arXiv:2405.14365 (cross-list from cs.CL) [pdf, other]
Title: JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
Authors: Kun Zhou, Beichen Zhang, Jiapeng Wang, Zhipeng Chen, Wayne Xin Zhao, Jing Sha, Zhichao Sheng, Shijin Wang, Ji-Rong Wen
Comments: 28 pages, SOTA math LLM using Well-trained Data Synthesis LLM
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[495]  arXiv:2405.14347 (cross-list from eess.SP) [pdf, other]
Title: Doubly-Dynamic ISAC Precoding for Vehicular Networks: A Constrained Deep Reinforcement Learning (CDRL) Approach
Authors: Zonghui Yang, Shijian Gao, Xiang Cheng
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI)
[496]  arXiv:2405.14331 (cross-list from cs.CV) [pdf, other]
Title: LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision
Authors: Mateusz Pach, Dawid Rymarczyk, Koryna Lewandowska, Jacek Tabor, Bartosz Zieliński
Comments: Work in the review process. The code will be available upon acceptance
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[497]  arXiv:2405.14327 (cross-list from eess.IV) [pdf, other]
Title: Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
Authors: Guanxiong Luo, Shoujin Huang, Martin Uecker
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[498]  arXiv:2405.14307 (cross-list from cs.LG) [pdf, other]
Title: AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation
Authors: Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang
Comments: Accepted by KDD 2024
Journal-ref: KDD 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[499]  arXiv:2405.14297 (cross-list from cs.LG) [pdf, other]
Title: Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models
Authors: Yongxin Guo, Zhenglin Cheng, Xiaoying Tang, Tao Lin
Comments: 9 pages, 21 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[500]  arXiv:2405.14291 (cross-list from cs.LG) [pdf, other]
Title: Variational Bayes for Federated Continual Learning
Authors: Dezhong Yao, Sanmu Li, Yutong Dai, Zhiqiang Xu, Shengshan Hu, Peilin Zhao, Lichao Sun
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[501]  arXiv:2405.14286 (cross-list from cs.LG) [pdf, other]
Title: Co-Representation Neural Hypergraph Diffusion for Edge-Dependent Node Classification
Authors: Yijia Zheng, Marcel Worring
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[502]  arXiv:2405.14273 (cross-list from cs.LG) [pdf, other]
Title: A fast algorithm to minimize prediction loss of the optimal solution in inverse optimization problem of MILP
Authors: Akira Kitaoka
Comments: 22 pages; comments are welcome
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC)
[503]  arXiv:2405.14270 (cross-list from cs.LG) [pdf, other]
Title: Sparse $L^1$-Autoencoders for Scientific Data Compression
Authors: Matthias Chung, Rick Archibald, Paul Atzberger, Jack Michael Solomon
Comments: 11 pages, 6 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Numerical Analysis (math.NA)
[504]  arXiv:2405.14268 (cross-list from cs.NE) [pdf, other]
Title: Multi-Representation Genetic Programming: A Case Study on Tree-based and Linear Representations
Authors: Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[505]  arXiv:2405.14267 (cross-list from cs.LG) [pdf, other]
Title: A Gap in Time: The Challenge of Processing Heterogeneous IoT Point Data in Buildings
Authors: Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Stephen White, Flora D. Salim
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[506]  arXiv:2405.14264 (cross-list from cs.LG) [pdf, other]
Title: Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective
Authors: Tomu Tominaga, Naomi Yamashita, Takeshi Kurashima
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[507]  arXiv:2405.14260 (cross-list from cs.LG) [pdf, other]
Title: Graph Sparsification via Mixture of Graphs
Authors: Guibin Zhang, Xiangguo Sun, Yanwei Yue, Kun Wang, Tianlong Chen, Shirui Pan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[508]  arXiv:2405.14259 (cross-list from cs.CL) [pdf, other]
Title: Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text Recognition
Authors: Chan-Jan Hsu, Yi-Chang Chen, Feng-Ting Liao, Pei-Chen Ho, Yu-Hsiang Wang, Po-Chun Hsu, Da-shan Shiu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[509]  arXiv:2405.14256 (cross-list from cs.LG) [pdf, other]
Title: ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
Authors: Yefei He, Luoming Zhang, Weijia Wu, Jing Liu, Hong Zhou, Bohan Zhuang
Comments: 15 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[510]  arXiv:2405.14230 (cross-list from cs.CV) [pdf, other]
Title: Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports
Authors: Guangyu Guo, Jiawen Yao, Yingda Xia, Tony C. W. Mok, Zhilin Zheng, Junwei Han, Le Lu, Dingwen Zhang, Jian Zhou, Ling Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[511]  arXiv:2405.14226 (cross-list from cs.LG) [pdf, other]
Title: Variational Delayed Policy Optimization
Authors: Qingyuan Wu, Simon Sinong Zhan, Yixuan Wang, Yuhui Wang, Chung-Wei Lin, Chen Lv, Qi Zhu, Chao Huang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[512]  arXiv:2405.14219 (cross-list from cs.LG) [pdf, other]
Title: Understanding the Training and Generalization of Pretrained Transformer for Sequential Decision Making
Authors: Hanzhao Wang, Yu Pan, Fupeng Sun, Shang Liu, Kalyan Talluri, Guanting Chen, Xiaocheng Li
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[513]  arXiv:2405.14214 (cross-list from cs.LG) [pdf, other]
Title: A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points
Authors: Zihe Liu, Jie Lu, Guangquan Zhang, Junyu Xuan
Comments: Accepted by IJCAI 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[514]  arXiv:2405.14205 (cross-list from cs.CL) [pdf, other]
Title: Agent Planning with World Knowledge Model
Authors: Shuofei Qiao, Runnan Fang, Ningyu Zhang, Yuqi Zhu, Xiang Chen, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
Comments: Work in progress
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[515]  arXiv:2405.14203 (cross-list from cs.LG) [pdf, other]
Title: GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices
Authors: Thao Nguyen, Tiara Torres-Flores, Changhyun Hwang, Carl Edwards, Ying Diao, Heng Ji
Comments: In progress
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Chemical Physics (physics.chem-ph)
[516]  arXiv:2405.14200 (cross-list from cs.CV) [pdf, other]
Title: Awesome Multi-modal Object Tracking
Authors: Chunhui Zhang, Li Liu, Hao Wen, Xi Zhou, Yanfeng Wang
Comments: A continuously updated project to track the latest progress in multi-modal object tracking
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[517]  arXiv:2405.14195 (cross-list from cs.CV) [pdf, other]
Title: Enhanced Object Tracking by Self-Supervised Auxiliary Depth Estimation Learning
Authors: Zhenyu Wei, Yujie He, Zhanchuan Cai
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[518]  arXiv:2405.14194 (cross-list from cs.SI) [pdf, other]
Title: Graphlets correct for the topological information missed by random walks
Authors: Sam F. L. Windels, Noel Malod-Dognin, Natasa Przulj
Subjects: Social and Information Networks (cs.SI); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG)
[519]  arXiv:2405.14176 (cross-list from cs.LG) [pdf, other]
Title: Certified Robustness against Sparse Adversarial Perturbations via Data Localization
Authors: Ambar Pal, René Vidal, Jeremias Sulam
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[520]  arXiv:2405.14161 (cross-list from cs.CL) [pdf, other]
Title: Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
Authors: Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang
Comments: 23 pages, Preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[521]  arXiv:2405.14159 (cross-list from cs.CL) [pdf, other]
Title: Super Tiny Language Models
Authors: Dylan Hillier, Leon Guertler, Cheston Tan, Palaash Agrawal, Chen Ruirui, Bobby Cheng
Comments: 11 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[522]  arXiv:2405.14148 (cross-list from cs.CV) [pdf, ps, other]
Title: Real Time Deep Learning Weapon Detection Techniques for Mitigating Lone Wolf Attacks
Authors: Kambhatla Akhila, Khaled R Ahmed
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[523]  arXiv:2405.14147 (cross-list from cs.LG) [pdf, other]
Title: Minimum number of neurons in fully connected layers of a given neural network (the first approximation)
Authors: Oleg I.Berngardt
Comments: 21 pages, 2 figures, 1 table
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[524]  arXiv:2405.14142 (cross-list from cs.CV) [pdf, other]
Title: Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation
Authors: Se-eun Yoon, Hyunsik Jeon, Julian McAuley
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[525]  arXiv:2405.14135 (cross-list from cs.LG) [pdf, other]
Title: Learning Geospatial Region Embedding with Heterogeneous Graph
Authors: Xingchen Zou, Jiani Huang, Xixuan Hao, Yuhao Yang, Haomin Wen, Yibo Yan, Chao Huang, Yuxuan Liang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[526]  arXiv:2405.14133 (cross-list from cs.LG) [pdf, other]
Title: Automated Loss function Search for Class-imbalanced Node Classification
Authors: Xinyu Guo, Kai Wu, Xiaoyu Zhang, Jing Liu
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Symbolic Computation (cs.SC)
[527]  arXiv:2405.14129 (cross-list from cs.CL) [pdf, other]
Title: AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability
Authors: Fei Zhao, Taotian Pang, Chunhui Li, Zhen Wu, Junjie Guo, Shangyu Xing, Xinyu Dai
Comments: Code and models are available at $\href{this https URL}{\textit{this https URL}}$
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[528]  arXiv:2405.14126 (cross-list from cs.LG) [pdf, other]
Title: The Disappearance of Timestep Embedding in Modern Time-Dependent Neural Networks
Authors: Bum Jun Kim, Yoshinobu Kawahara, Sang Woo Kim
Comments: 14 pages, 7 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[529]  arXiv:2405.14117 (cross-list from cs.CL) [pdf, other]
Title: Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
Authors: Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[530]  arXiv:2405.14115 (cross-list from cs.CV) [pdf, other]
Title: Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers
Authors: Bum Jun Kim, Sang Woo Kim
Comments: 16 pages, 4 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[531]  arXiv:2405.14114 (cross-list from cs.LG) [pdf, other]
Title: Offline Reinforcement Learning from Datasets with Structured Non-Stationarity
Authors: Johannes Ackermann, Takayuki Osa, Masashi Sugiyama
Comments: Accepted for Reinforcement Learning Conference (RLC) 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[532]  arXiv:2405.14108 (cross-list from cs.LG) [pdf, other]
Title: Deep Learning for Protein-Ligand Docking: Are We There Yet?
Authors: Alex Morehead, Nabin Giri, Jian Liu, Jianlin Cheng
Comments: 22 pages, 1 table, 22 figures. Under review. Code, data, tutorials, and benchmark results are available at this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Biomolecules (q-bio.BM); Quantitative Methods (q-bio.QM)
[533]  arXiv:2405.14105 (cross-list from cs.DC) [pdf, other]
Title: Distributed Speculative Inference of Large Language Models
Authors: Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Oren Pereg, Moshe Wasserblat, Tomer Galanti, Michal Gordon, David Harel
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[534]  arXiv:2405.14094 (cross-list from cs.LG) [pdf, other]
Title: Attending to Topological Spaces: The Cellular Transformer
Authors: Rubén Ballester, Pablo Hernández-García, Mathilde Papillon, Claudio Battiloro, Nina Miolane, Tolga Birdal, Carles Casacuberta, Sergio Escalera, Mustafa Hajij
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Algebraic Topology (math.AT); Machine Learning (stat.ML)
[535]  arXiv:2405.14088 (cross-list from cs.LG) [pdf, other]
Title: High-dimensional Learning with Noisy Labels
Authors: Aymane El Firdoussi, Mohamed El Amine Seddik
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[536]  arXiv:2405.14082 (cross-list from cs.LG) [pdf, other]
Title: Exclusively Penalized Q-learning for Offline Reinforcement Learning
Authors: Junghyuk Yeom, Yonghyeon Jo, Jungmo Kim, Sanghyeon Lee, Seungyul Han
Comments: 9 pages technical page followed by references and appendix
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[537]  arXiv:2405.14077 (cross-list from cs.CV) [pdf, other]
Title: Learning to Transform Dynamically for Better Adversarial Transferability
Authors: Rongyi Zhu, Zeliang Zhang, Susan Liang, Zhuo Liu, Chenliang Xu
Comments: accepted as a poster in CVPR 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[538]  arXiv:2405.14075 (cross-list from cs.CL) [pdf, other]
Title: $T^2$ of Thoughts: Temperature Tree Elicits Reasoning in Large Language Models
Authors: Chengkun Cai, Xu Zhao, Yucheng Du, Haoliang Liu, Lei Li
Comments: 10 pages, 5 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[539]  arXiv:2405.14057 (cross-list from cs.CL) [pdf, other]
Title: Your Large Language Models Are Leaving Fingerprints
Authors: Hope McGovern, Rickard Stureborg, Yoshi Suhara, Dimitris Alikaniotis
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[540]  arXiv:2405.14055 (cross-list from cs.CL) [pdf, other]
Title: How Many Bytes Can You Take Out Of Brain-To-Text Decoding?
Authors: Richard Antonello, Nihita Sarma, Jerry Tang, Jiaru Song, Alexander Huth
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET)
[541]  arXiv:2405.14039 (cross-list from cs.CL) [pdf, other]
Title: Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning
Authors: Yiming Wang, Pei Zhang, Baosong Yang, Derek F. Wong, Zhuosheng Zhang, Rui Wang
Comments: 27 pages, 6 figures, 12 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[542]  arXiv:2405.14024 (cross-list from cs.CV) [pdf, other]
Title: Two Heads are Better Than One: Neural Networks Quantization with 2D Hilbert Curve-based Output Representation
Authors: Mykhailo Uss, Ruslan Yermolenko, Olena Kolodiazhna, Oleksii Shashko, Ivan Safonov, Volodymyr Savin, Yoonjae Yeo, Seowon Ji, Jaeyun Jeong
Comments: 18 pages, 10 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
[543]  arXiv:2405.14020 (cross-list from cs.LG) [pdf, other]
Title: Unlearning Information Bottleneck: Machine Unlearning of Systematic Patterns and Biases
Authors: Ling Han, Hao Huang, Dustin Scheinost, Mary-Anne Hartley, María Rodríguez Martínez
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
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