Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models
Zihan Wang, Rui Pan, Jiarui Yao, Robert Csordas, Linjie Li, Lu Yin, Jiajun Wu, Tong Zhang, Manling Li, Shiwei Liu
机构
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Northwestern University(西北大学)
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University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校)
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Stanford University(斯坦福大学)
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University of Washington(华盛顿大学)
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University of Surrey(萨里大学)
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University of Oxford(牛津大学)
DreamGen: Unlocking Generalization in Robot Learning through Video World Models
Joel Jang, Seonghyeon Ye, Zongyu Lin, Jiannan Xiang, Johan Bjorck, Yu Fang, Fengyuan Hu, Spencer Huang, Kaushil Kundalia, Yen-Chen Lin, Loic Magne, Ajay Mandlekar, Avnish Narayan, You Liang Tan, Guanzhi Wang, Jing Wang, Qi Wang, Yinzhen Xu, Xiaohui Zeng, Kaiyuan Zheng, Ruijie Zheng, Ming-Yu Liu, Luke Zettlemoyer, Dieter Fox, Jan Kautz, Scott Reed, Yuke Zhu, Linxi Fan
机构
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NVIDIA
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University of Washington(华盛顿大学)
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KAIST(韩国科学技术院)
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UCLA(加州大学洛杉矶分校)
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UCSD(加州大学圣地亚哥分校)
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CalTech(加州理工学院)
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NTU(国立台湾大学)
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University of Maryland(马里兰大学)
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UT Austin(得克萨斯大学奥斯汀分校)
Yusong Wu, Tim Cooijmans, Kyle Kastner, Adam Roberts, Ian Simon, Alexander Scarlatos, Chris Donahue, Cassie Tarakajian, Shayegan Omidshafiei, Aaron Courville, Pablo Samuel Castro, Natasha Jaques, Cheng-Zhi Anna Huang
机构
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Mila - Quebec AI Institute, Université de Montréal(魁北克AI研究所-蒙特利尔大学)
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Canada CIFAR AI Chair(加拿大CIFAR人工智能主席)
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Google DeepMind(谷歌DeepMind)
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Work done while at Google(在谷歌工作的期间)
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University of Massachusetts Amherst(马萨诸塞大学阿默斯特分校)
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Google(谷歌)
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University of Washington(华盛顿大学)
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Carnegie Mellon University(卡内基梅隆大学)
An Interdisciplinary Approach to Human-Centered Machine Translation
Marine Carpuat, Omri Asscher, Kalika Bali, Luisa Bentivogli, Frédéric Blain, Lynne Bowker, Monojit Choudhury, Hal Daumé, Kevin Duh, Ge Gao, Alvin Grissom, Marzena Karpinska, Elaine C. Khoong, William D. Lewis, André F. T. Martins, Mary Nurminen, Douglas W. Oard, Maja Popovic, Michel Simard, François Yvon
机构
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University of Maryland(马里兰大学)
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Bar-Ilan University(巴伊兰大学)
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Microsoft(微软)
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Fondazione Bruno Kessler(布鲁诺·凯斯勒基金会)
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Tilburg University(蒂尔堡大学)
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Université Laval(拉瓦尔大学)
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Mohamed bin Zayed University of Artificial Intelligence(穆罕默德·本·扎耶德人工智能大学)
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Johns Hopkins University(约翰·霍普金斯大学)
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Haverford College(哈弗福德学院)
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University of California, San Francisco(旧金山大学)
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University of Washington(华盛顿大学)
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Instituto Superior Técnico, Universidade of Lisboa(里斯本大学技术学院)
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Tampere University(塔尔库大学)
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Dublin City University & IU University(都柏林城市大学及IU大学)
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National Research Council Canada(加拿大国家研究委员会)
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Sorbonne-Université & CNRS(索邦大学及CNRS)
Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis
Yuanhe Tian, Xu Li, Wei Wang, Guoqing Jin, Pengsen Cheng, Yan Song
机构
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University of Washington(华盛顿大学)
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University of Science and Technology of China(中国科学技术大学)
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China Resources Digital Technology(中国资源数字技术)
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People’s Daily Online(人民日报在线)
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Sichuan University(四川大学)
Wenyue Hua, Dujian Ding, Yile Gu, Yujie Ren, Kai Mei, Minghua Ma, William Yang Wang
机构
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University of California, Santa Barbara(加州大学圣芭芭拉分校)
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University of British Columbia(不列颠哥伦比亚大学)
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University of Washington, Seattle(华盛顿大学(西雅图))
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EPFL(苏黎世联邦理工学院)
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Rutgers University, New Brunswick(罗格斯大学新 Brunswick分校)
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Microsoft(微软公司)
Policy-Based Trajectory Clustering in Offline Reinforcement Learning
Hao Hu, Xinqi Wang, Simon Shaolei Du
机构
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Institute for Interdisciplinary Information Sciences(交叉信息科学研究所)
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Tsinghua University(清华大学)
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Paul G. Allen School of Computer Science & Engineering(保罗·G·艾伦计算机科学与工程学院)
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University of Washington(华盛顿大学)
MVTamperBench: Evaluating Robustness of Vision-Language Models
Amit Agarwal, Srikant Panda, Angeline Charles, Bhargava Kumar, Hitesh Patel, Priyaranjan Pattnayak, Taki Hasan Rafi, Tejaswini Kumar, Hansa Meghwani, Karan Gupta, Dong-Kyu Chae
机构
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Liverpool John Moores University(利物浦约翰·穆里斯大学)
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Birla Institute of Technology(比拉理工学院)
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Christ University(基督大学)
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Columbia University(哥伦比亚大学)
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New York University(纽约大学)
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University of Washington(华盛顿大学)
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Hanyang University(翰阳大学)
Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label
Wenhao Yang, Jianguo Wei, Wenhuan Lu, Lei Li, Xugang Lu
机构
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College of Intelligence and Computing, Tianjin University, Tianjin, China(智能与计算学院,天津大学)
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University of Washington(华盛顿大学)
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University of Copenhagen(哥本哈根大学)
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National Institute of Information and Communications Technology, Japan(日本信息与通信技术国家研究所)
Archon: An Architecture Search Framework for Inference-Time Techniques
Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan, Nahum Maru, Hristo Todorov, Etash Guha, E. Kelly Buchanan, Mayee Chen, Neel Guha, Christopher Ré, Azalia Mirhoseini
机构
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Stanford University, Stanford, CA, USA(斯坦福大学)
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University of Washington, Seattle, WA, USA(华盛顿大学)
CommentsInternational Conference on Machine Learning (ICML) 2025