Enhancing Uncertainty Estimation and Interpretability via Bayesian Non-negative Decision Layer
Xinyue Hu, Zhibin Duan, Bo Chen, Mingyuan Zhou
机构
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National Key Laboratory of Radar Signal Processing, Xidian University(雷达信号处理国家重点实验室,西安电子科技大学)
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School of Mathematics and Statistics, Xi’an Jiaotong University(数学与统计学院,西安交通大学)
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McCombs School of Business, The University of Texas at Austin(商学院,德克萨斯大学奥斯汀分校)
CommentsAccepted by The Thirteenth International Conference on Learning Representations (ICLR 2025)
A Physics-Informed Learning Framework to Solve the Infinite-Horizon Optimal Control Problem
Filippos Fotiadis, Kyriakos G. Vamvoudakis
机构
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The Oden Institute for Computational Engineering & Sciences(奥登计算工程与科学研究所)
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University of Texas at Austin(德克萨斯大学奥斯汀分校)
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Daniel Guggenheim School of Aerospace Engineering(丹尼尔·古根海姆航空航天工程学院)
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Georgia Tech(佐治亚理工学院)
CommentsAccepted with minor revisions at International Journal of Robust and Nonlinear Control
Robust multi-coil MRI reconstruction via self-supervised denoising
Asad Aali, Marius Arvinte, Sidharth Kumar, Yamin I. Arefeen, Jonathan I. Tamir
机构
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Stanford University(斯坦福大学)
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The University of Texas at Austin(德克萨斯大学奥斯汀分校)
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Intel Corporation(英特尔公司)
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MD Anderson Cancer Center(MD安德森癌症中心)
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Dell Medical School Department of Diagnostic Medicine(德克萨斯大学戴维斯医学中心诊断医学系)
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Oden Institute for Computational Engineering and Sciences(奥登计算工程与科学研究院)
Deconfounded Warm-Start Thompson Sampling with Applications to Precision Medicine
Prateek Jaiswal, Esmaeil Keyvanshokooh, Junyu Cao
机构
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Daniels School of Business, Purdue University(普渡大学 Daniels 商学院)
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Mays Business School, Texas A&M University(德克萨斯农工大学 Mays 商学院)
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McCombs School of Business, University of Texas at Austin(德克萨斯大学奥斯汀分校 McCombs 商学院)
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
Tuan Thai, TrungTin Nguyen, Dat Do, Nhat Ho, Christopher Drovandi
机构
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University of Science - VNUHCM(越南胡志明市科学大学)
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ARC Centre of Excellence for the Mathematical Analysis of Cellular System(细胞系统数学分析卓越研究中心)
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School of Mathematical Sciences Queensland University of Technology(昆士兰理工大学数学科学学院)
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Department of Statistics University of Michigan(密歇根大学统计学系)
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Department of Statistics and Data Science University of Texas at Austin(德克萨斯大学奥斯汀分校统计学与数据科学系)
CommentsCorrect typos and update the numerical experiments. Tuan Thai and TrungTin Nguyen are co-first authors
Yamin Arefeen, Brett Levac, Bhairav Patel, Chang Ho, Jonathan I. Tamir
机构
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Chandra Family Department of Electrical and Computer Engineering The University of Texas at Austin(电气与计算机工程系Chandra家族部门德克萨斯大学奥斯汀分校)
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Department of Imaging Physics MD Anderson Cancer Center(成像物理系MD安德森癌症中心)
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Department of Diagnostic Medicine The University of Texas at Austin Dell Medical School(诊断医学系德克萨斯大学奥斯汀分校Dell医学院)
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Oden Institute for Computational Engineering and Sciences The University of Texas at Austin(计算工程与科学学院Oden研究所德克萨斯大学奥斯汀分校)
P3P: Pseudo-3D Pre-training for Scaling 3D Voxel-based Masked Autoencoders
Xuechao Chen, Ying Chen, Jialin Li, Qiang Nie, Hanqiu Deng, Yong Liu, Qixing Huang, Yang Li
机构
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SIGS, Tsinghua University(清华大学信号与信息处理系)
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Youtu Lab, Tencent(腾讯优图实验室)
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The University of Texas at Austin(德克萨斯大学奥斯汀分校)
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Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州))
Discovering Effective Policies for Land-Use Planning with Neuroevolution
Daniel Young, Olivier Francon, Elliot Meyerson, Clemens Schwingshackl, Jacob Bieker, Hugo Cunha, Babak Hodjat, Risto Miikkulainen
机构
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Cognizant AI Labs
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The University of Texas at Austin(德克萨斯大学奥斯汀分校)
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Ludwig-Maximilians-Universität(路德维希-马克西米利安大学)
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Open Climate Fix(开放气候修复)
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Cognizant Technology Solutions
CompeteSMoE -- Statistically Guaranteed Mixture of Experts Training via Competition
Nam V. Nguyen, Huy Nguyen, Quang Pham, Van Nguyen, Savitha Ramasamy, Nhat Ho
机构
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FPT Software AI Center(FPT软件人工智能中心)
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The University of Texas at Austin(德克萨斯大学奥斯汀分校)
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Institute for Infocomm Research, A ∗ STAR(信息与通信研究 institute, A ∗ STAR)
Comments52 pages. This work is an improved version of the previous study at arXiv:2402.02526
机构
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Shanghai Jiao Tong University(上海交通大学)
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Nanyang Technological University(南洋理工大学)
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Queen Mary University of London(伦敦玛丽女王大学)
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ByteDance(字节跳动)
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Shanghai Innovation Institute(上海创新研究院)
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Tsinghua University(清华大学)
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University of Chinese Academy of Sciences(中国科学院大学)
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The Hong Kong University of Science and Technology(香港科学与技术大学)
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The University of Texas at Austin(得克萨斯大学奥斯汀分校)
SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance
Junfeng Jiao, Jihyung Park, Yiming Xu, Kristen Sussman, Lucy Atkinson
机构
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Urban Information Lab, University of Texas at Austin(德克萨斯大学奥斯汀分校城市信息实验室)
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Department of Computer Science, University of Texas at Austin(德克萨斯大学奥斯汀分校计算机科学系)
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Department of Advertising, Texas State University(德克萨斯州立大学广告系)
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Department of Advertising and Public Relations, University of Texas at Austin(德克萨斯大学奥斯汀分校广告与公共关系系)
DICE: Device-level Integrated Circuits Encoder with Graph Contrastive Pretraining
Sungyoung Lee, Ziyi Wang, Seunggeun Kim, Taekyun Lee, Yao Lai, David Z. Pan
机构
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Electrical and Computer Engineering, The University of Texas at Austin(得克萨斯大学奥斯汀分校电子与计算机工程系)
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Computer Science and Engineering, The Chinese University of Hong Kong(香港中文大学计算机科学与工程系)
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Computer Science, The University of Hong Kong(香港大学计算机科学系)
Generative AI for Autonomous Driving: Frontiers and Opportunities
Yuping Wang, Shuo Xing, Cui Can, Renjie Li, Hongyuan Hua, Kexin Tian, Zhaobin Mo, Xiangbo Gao, Keshu Wu, Sulong Zhou, Hengxu You, Juntong Peng, Junge Zhang, Zehao Wang, Rui Song, Mingxuan Yan, Walter Zimmer, Xingcheng Zhou, Peiran Li, Zhaohan Lu, Chia-Ju Chen, Yue Huang, Ryan A. Rossi, Lichao Sun, Hongkai Yu, Zhiwen Fan, Frank Hao Yang, Yuhao Kang, Ross Greer, Chenxi Liu, Eun Hak Lee, Xuan Di, Xinyue Ye, Liu Ren, Alois Knoll, Xiaopeng Li, Shuiwang Ji, Masayoshi Tomizuka, Marco Pavone, Tianbao Yang, Jing Du, Ming-Hsuan Yang, Hua Wei, Ziran Wang, Yang Zhou, Jiachen Li, Zhengzhong Tu
机构
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Texas A&M University(德克萨斯农工大学)
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University of California, Riverside(加州大学河滨分校)
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University of Michigan(密歇根大学)
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Purdue University(普渡大学)
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Columbia University(哥伦比亚大学)
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University of Florida(佛罗里达大学)
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Technische Universität München(慕尼黑技术大学)
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University of Wisconsin-Madison(威斯康星大学麦迪逊分校)
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University of Texas at Austin(德克萨斯大学奥斯汀分校)
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University of Notre Dame(诺特丹大学)
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Adobe Research(Adobe研究)
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Lehigh University(莱斯利大学)
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Cleveland State University(克利夫兰州立大学)
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Johns Hopkins University(约翰霍普金斯大学)
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University of California, Merced(加州大学默塞德分校)
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University of Utah(犹他大学)
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Texas A&M Transportation Institute(德克萨斯农工大学交通研究所)
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Bosch Research North America(博世北美研究)
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Bosch Center for Artificial Intelligence (BCAI)(博世人工智能中心)
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University of California, Berkeley(加州大学伯克利分校)
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Stanford University(斯坦福大学)
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NVIDIA(英伟达)
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Arizona State University(亚利桑那州立大学)