arXivDaily arXiv每日学术速递 周一至周五更新

高校专区

University of Texas at Austin(得克萨斯大学奥斯汀分校)

共收录 1213
2510.26790 2025-10-31 cs.CL cs.AI

Gistify! Codebase-Level Understanding via Runtime Execution

Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia

机构 * University of North Carolina at Chapel Hill(北卡罗来纳大学教堂山分校) Microsoft Research(微软研究院) Cornell University(康奈尔大学) University of California San Diego(加州大学圣地亚哥分校) University of Texas at Austin(德克萨斯大学奥斯汀分校)

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.26097 2025-10-31 eess.SP cs.LG

Robust Super-Capacity SRS Channel Inpainting via Diffusion Models

Usman Akram, Fan Zhang, Yang Li, Haris Vikalo

机构 * Department of Electrical and Computer Engineering, The University of Texas at Austin(电子与计算机工程系,德克萨斯大学奥斯汀分校) Standards and Mobility Innovation Lab, Samsung Research America(标准与移动创新实验室,三星美国研究院)

详情

展开后加载摘要…

URL PDF HTML 收藏
2507.13328 2025-10-31 cs.CL cs.AI

Vision-and-Language Training Helps Deploy Taxonomic Knowledge but Does Not Fundamentally Alter It

Yulu Qin, Dheeraj Varghese, Adam Dahlgren Lindström, Lucia Donatelli, Kanishka Misra, Najoung Kim

机构 * Boston University(波士顿大学) University of Amsterdam(阿姆斯特丹大学) Umeå University(乌梅大学) Vrije Universiteit Amsterdam(阿姆斯特丹自由大学) TTIC(TTIC研究中心) The University of Texas at Austin(德克萨斯大学奥斯汀分校)

详情

展开后加载摘要…

URL PDF HTML 收藏
2410.12652 2025-10-31 cs.LG cs.AI eess.SP

Constrained Posterior Sampling: Time Series Generation with Hard Constraints

Sai Shankar Narasimhan, Shubhankar Agarwal, Litu Rout, Sanjay Shakkottai, Sandeep P. Chinchali

机构 * Department of Electrical and Computer Engineering, The University of Texas at Austin(电气与计算机工程系,德克萨斯大学奥斯汀分校)

详情

展开后加载摘要…

URL PDF HTML 收藏
2403.02682 2025-10-31 cs.LG eess.SP

Time Weaver: A Conditional Time Series Generation Model

Sai Shankar Narasimhan, Shubhankar Agarwal, Oguzhan Akcin, Sujay Sanghavi, Sandeep Chinchali

机构 * Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, USA(电子与计算机工程系,德克萨斯大学奥斯汀分校,奥斯汀,美国)

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.25754 2025-10-30 cs.RO

GET-USE: Learning Generalized Tool Usage for Bimanual Mobile Manipulation via Simulated Embodiment Extensions

Bohan Wu, Paul de La Sayette, Li Fei-Fei, Roberto Martín-Martín

机构 * Stanford University(斯坦福大学) University of Texas at Austin(德克萨斯大学奥斯汀分校)

Comments 8 pages, 7 figures

详情

展开后加载摘要…

URL PDF HTML 收藏
2409.09135 2025-10-30 cs.AI cs.CL cs.HC cs.LG

Multimodal Fusion with LLMs for Engagement Prediction in Natural Conversation

Cheng Charles Ma, Kevin Hyekang Joo, Alexandria K. Vail, Sunreeta Bhattacharya, Álvaro Fernández García, Kailana Baker-Matsuoka, Sheryl Mathew, Lori L. Holt, Fernando De la Torre

机构 * Computer Science Department, Carnegie Mellon University(卡内基梅隆大学计算机科学系) Robotics Institute, Carnegie Mellon University(卡内基梅隆大学机器人研究所) Neuroscience Institute, Carnegie Mellon University(卡内基梅隆大学神经科学研究所) Department of Psychology, The University of Texas at Austin(德克萨斯大学奥斯汀分校心理学系) Center for Perceptual Systems, The University of Texas at Austin(德克萨斯大学奥斯汀分校感知系统中心)

Comments 22 pages, first three authors equal contribution

详情

展开后加载摘要…

URL PDF HTML 收藏
2412.04233 2025-10-30 cs.LG cs.AI cs.MA

HyperMARL: Adaptive Hypernetworks for Multi-Agent RL

Kale-ab Abebe Tessera, Arrasy Rahman, Amos Storkey, Stefano V. Albrecht

机构 * School of Informatics, University of Edinburgh(爱丁堡大学信息学院) School of Computer Science, University of Texas at Austin(德克萨斯大学奥斯汀分校计算机科学学院) DeepFlow

Comments To appear at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025). A preliminary version of this work was presented at the CoCoMARL workshop, RLC 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.23744 2025-10-29 cs.AI

Multi-Environment POMDPs: Discrete Model Uncertainty Under Partial Observability

Eline M. Bovy, Caleb Probine, Marnix Suilen, Ufuk Topcu, Nils Jansen

机构 * Radboud University(拉德堡德大学) The University of Texas at Austin(德克萨斯大学奥斯汀分校) University of Antwerp(安特卫普大学) Ruhr-University Bochum(波鸿鲁尔大学) Radboud University Bochum(波鸿鲁尔大学)

Comments Accepted at NeurIPS 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.03095 2025-10-29 cs.LG cs.AI stat.ML

Distilled Protein Backbone Generation

Liyang Xie, Haoran Zhang, Zhendong Wang, Wesley Tansey, Mingyuan Zhou

机构 * The University of Texas at Austin(德克萨斯大学奥斯汀分校) The Memorial Sloan Kettering Cancer Center(纪念斯隆凯特林癌症中心)

Comments PyTorch implementation: https://github.com/LY-Xie/SiD_Protein

详情

展开后加载摘要…

URL PDF HTML 收藏
2502.16372 2025-10-29 cs.RO

COMPASS: Cross-embodiment Mobility Policy via Residual RL and Skill Synthesis

Wei Liu, Huihua Zhao, Chenran Li, Yuchen Deng, Joydeep Biswas, Soha Pouya, Yan Chang

机构 * NVIDIA(NVIDIA公司) UC Berkeley(加州大学伯克利分校) UT Austin(德克萨斯大学奥斯汀分校)

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.22995 2025-10-28 cs.CV

LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation

Md Mostafijur Rahman, Radu Marculescu

机构 * Department of Electrical and Computer Engineering(电气与计算机工程系) The University of Texas at Austin(德克萨斯大学奥斯汀分校)

Comments 25 pages, 13 figures, NeurIPS 2025 accepted paper

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.22440 2025-10-28 cs.LG stat.ML

Low-Precision Streaming PCA

Sanjoy Dasgupta, Syamantak Kumar, Shourya Pandey, Purnamrita Sarkar

机构 * University of California San Diego(加州大学圣地亚哥分校) University of Texas at Austin(德克萨斯大学奥斯汀分校)

详情

展开后加载摘要…

URL PDF HTML 收藏
2502.10354 2025-10-28 cs.LG math.ST stat.ML stat.TH

Dimension-free Score Matching and Time Bootstrapping for Diffusion Models

Syamantak Kumar, Dheeraj Nagaraj, Purnamrita Sarkar

机构 * University of Texas at Austin(德克萨斯大学奥斯汀分校) Google DeepMind(谷歌DeepMind)

详情

展开后加载摘要…

URL PDF HTML 收藏
2504.07986 2025-10-28 cs.CL cs.AI

SEAL: Steerable Reasoning Calibration of Large Language Models for Free

Runjin Chen, Zhenyu Zhang, Junyuan Hong, Souvik Kundu, Zhangyang Wang

机构 * The University of Texas at Austin(德克萨斯大学奥斯汀分校) Intel(英特尔)

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.20279 2025-10-27 cs.LG

ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows

Penghao Wang, Yuhao Zhou, Mengxuan Wu, Ziheng Qin, Bangyuan Zhu, Shengbin Huang, Xuanlei Zhao, Panpan Zhang, Xiaojiang Peng, Yuzhang Shang, Jianfei Yang, Zheng Zhu, Tianlong Chen, Zhangyang Wang, Kai Wang

机构 * NUS(国立新加坡大学) NTU(国立科技大学) SZTU(深圳技术大学) UCF(佛罗里达大学) GigaAI(GigaAI研究所) UNC(北卡罗来纳大学教堂山分校) UT Austin(得克萨斯大学奥斯汀分校)

详情

展开后加载摘要…

URL PDF HTML 收藏
2504.06020 2025-10-27 cs.AI cs.CL cs.LG

Information-Theoretic Reward Decomposition for Generalizable RLHF

Liyuan Mao, Haoran Xu, Amy Zhang, Weinan Zhang, Chenjia Bai

机构 * Shanghai Jiao Tong University(上海交通大学) UT Austin(得克萨斯大学奥斯汀分校) Institute of Artificial Intelligence, China Telecom(中国电信人工智能研究院)

Comments Work done during internships at Institute of Artificial Intelligence (TeleAI), China Telecom

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.03340 2025-10-27 cs.CV

Seeing the Arrow of Time in Large Multimodal Models

Zihui Xue, Mi Luo, Kristen Grauman

机构 * The University of Texas at Austin(德克萨斯大学奥斯汀分校)

Comments Accepted by NeurIPS 2025, Project website: https://vision.cs.utexas.edu/projects/SeeAoT

详情

展开后加载摘要…

URL PDF HTML 收藏
2505.13499 2025-10-27 cs.LG cs.AI math.OC

Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency

Kelvin Kan, Xingjian Li, Benjamin J. Zhang, Tuhin Sahai, Stanley Osher, Markos A. Katsoulakis

机构 * Department of Mathematics UCLA(数学系,加州大学洛杉矶分校) Oden Institute University of Texas at Austin(奥登研究所,德克萨斯大学奥斯汀分校) School of Data Science and Society UNC Chapel Hill(数据科学与社会学院,北卡罗来纳大学夏洛特分校) SRI International(SRI国际) Department of Mathematics and Statistics University of Massachusetts Amherst(数学与统计系,马萨诸塞大学阿姆赫斯特分校)

详情

展开后加载摘要…

URL PDF HTML 收藏
2405.00820 2025-10-27 cs.AR cs.LG

HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond

Stefan Abi-Karam, Rishov Sarkar, Allison Seigler, Sean Lowe, Zhigang Wei, Hanqiu Chen, Nanditha Rao, Lizy John, Aman Arora, Cong Hao

机构 * Georgia Institute of Technology(佐治亚理工学院) Georgia Tech Research Institute(佐治亚理工研究机构) The University of Texas at Austin(德克萨斯大学奥斯汀分校) Arizona State University(亚利桑那州立大学) International Institute of Information Technology Bangalore(班加罗尔国际信息科技研究所)

Comments MLCAD 2024 version of the paper. New case study with ML QoR prediction. Artifact evaluation details included

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.20385 2025-10-24 cs.CV

Positional Encoding Field

Yunpeng Bai, Haoxiang Li, Qixing Huang

机构 * University of Texas at Austin(德克萨斯大学奥斯汀分校) Pixocial Technology(Pixocial技术)

Comments 8 pages, 9 figures

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.19266 2025-10-24 cs.LG

Data Efficient Any Transformer-to-Mamba Distillation via Attention Bridge

Penghao Wang, Yuhao Zhou, Mengxuan Wu, Panpan Zhang, Zhangyang Wang, Kai Wang

机构 * National University of Singapore(新加坡国立大学) The University of Texas at Austin(德克萨斯大学奥斯汀分校)

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.11520 2025-10-24 cs.CV

mmWalk: Towards Multi-modal Multi-view Walking Assistance

Kedi Ying, Ruiping Liu, Chongyan Chen, Mingzhe Tao, Hao Shi, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen

机构 * CV:HCI, KIT(KIT计算机视觉与人机交互中心) Hunan University(湖南大学) ETH Zurich(苏黎世联邦理工学院) University of Texas at Austin(德克萨斯大学奥斯汀分校) Zhejiang University(浙江大学)

Comments Accepted by NeurIPS 2025 Datasets and Benchmarks Track. Data and Code: https://github.com/KediYing/mmWalk

详情

展开后加载摘要…

URL PDF HTML 收藏
2505.13938 2025-10-24 cs.LG cs.AI cs.LO cs.PL cs.SE

CLEVER: A Curated Benchmark for Formally Verified Code Generation

Amitayush Thakur, Jasper Lee, George Tsoukalas, Meghana Sistla, Matthew Zhao, Stefan Zetzsche, Greg Durrett, Yisong Yue, Swarat Chaudhuri

机构 * UT Austin(得克萨斯大学) Amazon(亚马逊) Caltech(加州理工学院)

详情

展开后加载摘要…

URL PDF HTML 收藏
2410.04346 2025-10-24 cs.CL

Permutative Preference Alignment from Listwise Ranking of Human Judgments

Yang Zhao, Yixin Wang, Mingzhang Yin

机构 * University of Texas at Austin(德克萨斯大学奥斯汀分校) University of Michigan, Ann Arbor(密歇根大学安娜堡分校) University of Florida(佛罗里达大学)

Comments Published at EMNLP 2025 Main Conference

详情

展开后加载摘要…

URL PDF HTML 收藏
2505.22601 2025-10-24 cs.LG cs.AI

Machine Unlearning under Overparameterization

Jacob L. Block, Aryan Mokhtari, Sanjay Shakkottai

机构 * Chandra Family Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA(德克萨斯大学奥斯汀分校电子与计算机工程系)

详情

展开后加载摘要…

URL PDF HTML 收藏
2410.22264 2025-10-24 cs.LG

Provable Meta-Learning with Low-Rank Adaptations

Jacob L. Block, Sundararajan Srinivasan, Liam Collins, Aryan Mokhtari, Sanjay Shakkottai

机构 * Chandra Family Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA(Chandra Family 电子与计算机工程系,德克萨斯大学奥斯汀分校) Snap, Inc.(Snap公司) Google Research(Google研究)

详情

展开后加载摘要…

URL PDF HTML 收藏
2510.19799 2025-10-23 cs.CY cs.AI cs.HC cs.LG cs.SE econ.GN q-fin.EC

Integrating Transparent Models, LLMs, and Practitioner-in-the-Loop: A Case of Nonprofit Program Evaluation

Ji Ma, Albert Casella

机构 * LBJ School of Public Affairs, The University of Texas at Austin(德克萨斯大学奥斯汀分校劳伦斯·伯克曼公共事务学院) Gradel Institute of Charity, University of Oxford(牛津大学格拉德利慈善研究所) Michael & Susan Dell Foundation(迈克尔与苏珊·德尔基金会)

详情

展开后加载摘要…

URL PDF HTML 收藏
2505.23686 2025-10-23 cs.AI cs.MA

ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork

Caroline Wang, Arrasy Rahman, Jiaxun Cui, Yoonchang Sung, Peter Stone

机构 * Department of Computer Science(计算机科学系) The University of Texas at Austin(德克萨斯大学奥斯汀分校) College of Computing and Data Science(计算与数据科学学院) Nanyang Technological University(南洋理工大学)

详情

展开后加载摘要…

URL PDF HTML 收藏
2410.05530 2025-10-23 cs.CG cs.LG

VisDiff: SDF-Guided Polygon Generation for Visibility Reconstruction and Recognition

Rahul Moorthy, Jun-Jee Chao, Volkan Isler

机构 * University of Minnesota(明尼苏达大学) The University of Texas at Austin(德克萨斯大学奥斯汀分校)

详情

展开后加载摘要…

URL PDF HTML 收藏