TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models
Jaewoo Lee, Keyang Xuan, Chanakya Ekbote, Sandeep Polisetty, Yi R. Fung, Paul Pu Liang
机构
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University of North Carolina Chapel Hill(北卡罗来纳大学教堂山分校)
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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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Massachusetts Institute of Technology(麻省理工学院)
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University of Massachusetts Amherst(马萨诸塞大学阿默斯特分校)
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Hong Kong University of Science and Technology(香港科学与技术大学)
Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
Liviu Aolaritei, Zheyu Oliver Wang, Julie Zhu, Michael I. Jordan, Youssef Marzouk
机构
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Department of Electrical Engineering and Computer Sciences, UC Berkeley, USA(加州大学伯克利分校电子工程与计算机科学系)
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Laboratory for Information and Decision Systems, MIT, USA(麻省理工学院信息与决策系统实验室)
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
Shiyu Wang, Jiawei Li, Xiaoming Shi, Zhou Ye, Baichuan Mo, Wenze Lin, Shengtong Ju, Zhixuan Chu, Ming Jin
机构
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Griffith University(格里菲斯大学)
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The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州))
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Massachusetts Institute of Technology(麻省理工学院)
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Zhejiang University(浙江大学)
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The State Key Laboratory of Blockchain and Data Security(区块链与数据安全国家重点实验室)
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Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security(杭州高新技术区(滨江)区块链与数据安全研究院)
CommentsAccepted by the 13th International Conference on Learning Representations (ICLR 2025)
L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement
Morgan B. Talbot, Gabriel Kreiman, James J. DiCarlo, Guy Gaziv
机构
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Boston Children’s Hospital, Harvard Medical School(波士顿儿童医院,哈佛医学院)
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Center for Brains, Minds, and Machines, MIT(脑科学与心智中心,麻省理工学院)
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Dept. of Health Sciences and Technology, MIT(健康科学与技术系,麻省理工学院)
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McGovern Institute for Brain Research, Dept. of Brain and Cognitive Sciences, MIT(麦戈文脑研究 institute,脑科学与认知科学系,麻省理工学院)
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MIT Quest for Intelligence(麻省理工学院智能探索计划)
Facets in Argumentation: A Formal Approach to Argument Significance
Johannes Fichte, Nicolas Fröhlich, Markus Hecher, Victor Lagerkvist, Yasir Mahmood, Arne Meier, Jonathan Persson
机构
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Department of Computer and Information Science, Linköping University, Sweden(林雪平大学计算机与信息科学系)
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Leibniz Universität Hannover, Germany(汉诺威莱布尼茨大学)
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Univ. Artois, CNRS, France(阿诺伊大学)
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CSAIL, Massachusetts Institute of Technology, USA(麻省理工学院计算机科学与人工智能实验室)
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DICE group, Paderborn University, Germany(波德生大学DICE小组)
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery
Yoel Zimmermann, Adib Bazgir, Alexander Al-Feghali, Mehrad Ansari, Joshua Bocarsly, L. Catherine Brinson, Yuan Chiang, Defne Circi, Min-Hsueh Chiu, Nathan Daelman, Matthew L. Evans, Abhijeet S. Gangan, Janine George, Hassan Harb, Ghazal Khalighinejad, Sartaaj Takrim Khan, Sascha Klawohn, Magdalena Lederbauer, Soroush Mahjoubi, Bernadette Mohr, Seyed Mohamad Moosavi, Aakash Naik, Aleyna Beste Ozhan, Dieter Plessers, Aritra Roy, Fabian Schöppach, Philippe Schwaller, Carla Terboven, Katharina Ueltzen, Yue Wu, Shang Zhu, Jan Janssen, Calvin Li, Ian Foster, Ben Blaiszik
机构
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ETH Zurich(苏黎世联邦理工学院)
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University of Missouri-Columbia(密苏里大学哥伦比亚分校)
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McGill University(麦吉尔大学)
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University of Houston(休斯顿大学)
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Duke University(杜克大学)
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University of California at Berkeley(加州大学伯克利分校)
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Lawrence Berkeley National Laboratory(伯克利国家实验室)
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University of Southern California(南加州大学)
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Humboldt University of Berlin(柏林洪堡大学)
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Université catholique de Louvain(列日天主大学)
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Matgenix SRL(Matgenix公司)
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University of California, Los Angeles(加州大学洛杉矶分校)
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Friedrich-Schiller-Universität Jena(耶拿弗里德里希-施莱尔大学)
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Federal Institute of Materials Research and Testing (BAM)(材料研究与测试联邦机构)
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Argonne National Laboratory(阿贡国家实验室)
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University of Toronto(多伦多大学)
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EPFL(洛桑联邦理工学院)
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Massachusetts Institute of Technology(麻省理工学院)
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University of Amsterdam(阿姆斯特丹大学)
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Acceleration(加速机构)
CommentsarXiv admin note: substantial text overlap with arXiv:2411.15221. This paper is a refinement and analysis of the raw project submissions from arXiv:2411.15221
机构
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Department of Electrical and Computer Engineering, Duke University(电气与计算机工程系,杜克大学)
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Research Laboratory of Electronics, Massachusetts Institute of Technology(电子研究实验室,麻省理工学院)
A Computational Pipeline for Advanced Analysis of 4D Flow MRI in the Left Atrium
Xabier Morales, Ayah Elsayed, Debbie Zhao, Filip Loncaric, Ainhoa Aguado, Mireia Masias, Gina Quill, Marc Ramos, Ada Doltra, Ana Garcia, Marta Sitges, David Marlevi, Alistair Young, Martyn Nash, Bart Bijnens, Oscar Camara
机构
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PhySense, Department of Information and Communication Technologies, Universitat Pompeu Fabra(PhySense,信息与通信技术系,庞培法布拉大学)
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Auckland Bioengineering Institute, University of Auckland(奥克兰生物工程研究所,奥克兰大学)
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Faculty of Health and Environmental Sciences, Auckland University of Technology(健康与环境科学学院,奥克兰技术大学)
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University Hospital Centre Zagreb(Zagreb大学医院中心)
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Cardiovascular Institute, Hospital Clínic, Universitat de Barcelona(心血管研究所,医院临床,巴塞罗那大学)
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Institut d’investigacions biomèdiques august pi i sunyer (IDIBAPS)(生物医学研究机构August Pi i Sunyer(IDIBAPS))
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Institute for Medical Engineering and Science, Massachusetts Institute of Technology(医学工程与科学研究所,麻省理工学院)
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Karolinska Institutet, Department of Molecular Medicine and Surgery(Karolinska研究所,分子医学与外科学系)
机构
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Laboratory for Information and Decision Systems, Massachusetts Institute of Technology(信息与决策系统实验室,麻省理工学院)
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SyntheticGestalt(SyntheticGestalt公司)
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School of Informatics, Nagoya University(信息学院,名古屋大学)
机构
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Department of Industrial and Systems Engineering, University of Houston(工业与系统工程系,休斯顿大学)
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Senseable City Lab, Department of Urban Studies and Planning, Massachusetts Institute of Technology(感知城市实验室,城市研究与规划系,麻省理工学院)
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Department of Information Science Technology, University of Houston(信息科学与技术系,休斯顿大学)
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Division of Public Policy, Hong Kong University of Science and Technology(公共政策系,香港科学与技术大学)
Alexander Thoms, Alan Papalia, Jared Velasquez, David M. Rosen, Sriram Narasimhan
机构
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University of California, Los Angeles(加州大学洛杉矶分校)
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University of Texas at Austin(德克萨斯大学奥斯汀分校)
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Sensing and Robotics for Infrastructure Laboratory(基础设施感知与机器人实验室)
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Computer Science and AI Lab (CSAIL) at the Massachusetts Institute of Technology(麻省理工学院计算机科学与人工智能实验室)
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MIT-WHOI Joint Program in Oceanography/Applied Ocean Science & Engineering(麻省理工学院-WHOI联合海洋学/应用海洋科学与工程计划)
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Robust Autonomy Lab(自主性实验室)
Comments8 pages, 3 figures, accepted to the 2025 International Conference on Robotics and Automation (ICRA). This version includes minor clerical edits to the published version in the conference proceedings
Kota Kondo, Claudius T. Tewari, Andrea Tagliabue, Jesus Tordesillas, Parker C. Lusk, Mason B. Peterson, Jonathan P. How
机构
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Department of Aeronautics and Astronautics, Massachusetts Institute of Technology(航空与航天系,麻省理工学院)
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Institute for Research in Technology, ICAI School of Engineering, Comillas Pontifical University (Spain)(技术研究所,ICAI工程学院,Comillas天主教大学(西班牙))
A Survey on Data-Driven Modeling of Human Drivers' Lane-Changing Decisions
Linxuan Huang, Dong-Fan Xie, Li Li, Zhengbing He
机构
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School of Systems Science, Beijing Jiaotong University(北京交通大学系统科学学院)
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Department of Automation, BNRist, Tsinghua University(清华大学自动化系)
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Laboratory for Information and Decision Systems, Massachusetts Institute of Technology(麻省理工学院信息与决策系统实验室)