Artificial Intelligence

Authors and titles for recent submissions, skipping first 265

• Mon, 27 May 2024
• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024

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

[266]  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)

[267]  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)

[268]  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)

[269]  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)

[270]  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)

[271]  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)

[272]  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)

[273]  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)

[274]  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)

[275]  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)

[276]  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)

[277]  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)

[278]  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)

[279]  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)

[280]  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)

[281]  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)

[282]  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)

[283]  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)

[284]  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)

[285]  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)

[286]  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)

[287]  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)

[288]  arXiv:2405.14016 (cross-list from cs.LG) [pdf, other]

Title: Towards a Unified Framework for Evaluating Explanations

Authors: Juan D. Pinto, Luc Paquette

Comments: 6 pages. Submitted to HEXED Workshop @ EDM24

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[289]  arXiv:2405.14014 (cross-list from cs.CV) [pdf, other]

Title: RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar

Authors: Fangqiang Ding, Xiangyu Wen, Yunzhou Zhu, Yiming Li, Chris Xiaoxuan Lu

Comments: 16 pages, 3 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)

[290]  arXiv:2405.14006 (cross-list from cs.CL) [pdf, ps, other]

Title: Evaluating Large Language Models with Human Feedback: Establishing a Swedish Benchmark

Authors: Birger Moell

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

• Mon, 27 May 2024
• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024