Artificial Intelligence

Authors and titles for recent submissions, skipping first 486

• Tue, 28 May 2024
• Mon, 27 May 2024
• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024

Fri, 24 May 2024 (continued, showing 25 of 333 entries)

[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)

• Tue, 28 May 2024
• Mon, 27 May 2024
• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024