Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Michael Muehlebach, Niao He
机构
*
Department of Computer Science, ETH Zurich(苏黎世联邦理工学院计算机科学系)
;
Max Planck Institute for Intelligent Systems(智能系统马克斯·普朗克研究所)
;
Amazon(亚马逊公司)
;
Paul G. Allen School of Computer Science and Engineering, University of Washington(华盛顿大学保罗·G·阿伦计算机科学与工程学校)
Scalable Signature Kernel Computations for Long Time Series via Local Neumann Series Expansions
Matthew Tamayo-Rios, Alexander Schell, Rima Alaifari
机构
*
Seminar for Applied Mathematics & AI Center ETH Zurich(应用数学与人工智能中心,苏黎世联邦理工学院)
;
Department of Mathematics Technical University of Munich(数学系,慕尼黑技术大学)
;
Department of Mathematics RWTH Aachen University(数学系,亚琛工业大学)
HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions
Rafael Bischof, Michal Piovarči, Michael A. Kraus, Siddhartha Mishra, Bernd Bickel
机构
*
Computational Design Lab, ETH Zurich, Switzerland(苏黎世联邦理工学院计算设计实验室)
;
Institute of Structural Mechanics and Design, TU Darmstadt, Germany(德累斯顿技术大学结构力学与设计研究所)
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights
Hyunjae Kim, Jiwoong Sohn, Aidan Gilson, Nicholas Cochran-Caggiano, Serina Applebaum, Heeju Jin, Seihee Park, Yujin Park, Jiyeong Park, Seoyoung Choi, Brittany Alexandra Herrera Contreras, Thomas Huang, Jaehoon Yun, Ethan F. Wei, Roy Jiang, Leah Colucci, Eric Lai, Amisha Dave, Tuo Guo, Maxwell B. Singer, Yonghoe Koo, Ron A. Adelman, James Zou, Andrew Taylor, Arman Cohan, Hua Xu, Qingyu Chen
机构
*
Yale School of Medicine(耶鲁医学院)
;
Yale University(耶鲁大学)
;
ETH Zurich(苏黎世联邦理工学院)
;
Harvard Medical School(哈佛医学院)
;
Geisel School of Medicine at Dartmouth(达特茅斯大学盖塞医学院)
;
Seoul National University College of Medicine(首尔国立大学医学院)
;
Hanyang University College of Medicine(翰林大学医学院)
;
PA Leadership Charter School(宾夕法尼亚州西切斯特市领导学校)
Emmanuel de Salis, Massimo De Santis, Davide Piras, Sambit K. Giri, Michele Bianco, Nicolas Cerardi, Philipp Denzel, Merve Selcuk-Simsek, Kelley M. Hess, M. Carmen Toribio, Franz Kirsten, Hatem Ghorbel
机构
*
Haute Ecole Arc Ing\'enierie, University of Applied Sciences \& Arts Western Switzerland (HES-SO), Saint-Imier, Switzerland Département de Physique Théorique
;
Centre Universitaire d’Informatique, Université de Genève, Genève, Switzerland Nordita, KTH Royal Institute of Technology
;
Stockholm University, Hannes Alf\'vens v\"ag 12, SE-106 91 Stockholm, Sweden Institute for Particle Physics \& Astrophysics, ETH Zurich, Wolfgang-Pauli-Str 27, 8093 Zurich, Switzerland Laboratoire d’Astrophysique, Ecole Polytechnique Federale de Lausanne EPFL, Observatoire de Sauverny, Versoix 1290, Switzerland Centre for Artificial Intelligence, ZHAW Zurich University of Applied Sciences, Technikumstrasse 71, 8400 Winterthur, Switzerland Institute for Data Science, FHNW University of Applied Sciences \& Arts Northwestern Switzerland, Bahnhofstrasse 6, Windisch, 5210, Switzerland Department of Space, Earth
;
Environment, Chalmers University of Technology, Onsala Space Observatory, SE-43992 Onsala, Sweden
Assisting the Grading of a Handwritten General Chemistry Exam with Artificial Intelligence
Jan Cvengros, Gerd Kortemeyer
机构
*
Department of Chemistry and Applied Biosciences, ETH Zurich(苏黎世联邦理工学院化学与应用生物科学系)
;
Rectorate and ETH AI Center, ETH Zurich(苏黎世联邦理工学院校长办公室和ETH人工智能中心)
机构
*
Institute of Computing Technology, Chinese Academy of Sciences(中国科学院计算技术研究所)
;
University of Chinese Academy of Sciences(中国科学院大学)
;
ETH Zurich(苏黎世联邦理工学院)
;
Institute of Artificial Intelligence, Beihang University(北航人工智能研究院)
;
Zhongguancun Laboratory(中关村实验室)
;
Department of Electrical Engineering, The City College(城市学院电子工程系)
;
Department of Computer Science, the Graduate Center, the City University of New York(纽约城市大学计算机科学系)
;
School of Computer Science and Control Engineering, Shenzhen University of Advanced Technology(深圳先进技术大学计算机科学与控制工程学院)
Code Simulation as a Proxy for High-order Tasks in Large Language Models
Emanuele La Malfa, Christoph Weinhuber, Orazio Torre, Fangru Lin, X. Angelo Huang, Samuele Marro, Anthony Cohn, Nigel Shadbolt, Michael Wooldridge
机构
*
Department of Computer Science, University of Oxford
;
Faculty of Linguistics, Philology
;
Phonetics, University of Oxford
;
Department of Engineering, University of Oxford
;
Department of Computer Science, ETH Zurich
;
Faculty of Engineering
;
Physical Sciences, University of Leeds
;
University of Salerno
;
The Alan Turing Institute
CommentsarXiv admin note: substantial text overlap with arXiv:2401.09074 Authors note: this article is a substantial revision of arXiv:2401.09074 (same team) 04/07/2025: We added the Acknowledgments
Position: A Theory of Deep Learning Must Include Compositional Sparsity
David A. Danhofer, Davide D'Ascenzo, Rafael Dubach, Tomaso Poggio
机构
*
Center for Brains, Minds and Machines (CBMM), MIT, Cambridge, MA, USA(大脑、心智与机器中心(CBMM),麻省理工学院)
;
ETH Zurich, Zurich, Switzerland(苏黎世联邦理工学院)
;
University of Zurich, Zurich, Switzerland(苏黎世大学)
;
University of Milan, Milan, Italy(米兰大学)
A Multi-Centric Anthropomorphic 3D CT Phantom-Based Benchmark Dataset for Harmonization
Mohammadreza Amirian, Michael Bach, Oscar Jimenez-del-Toro, Christoph Aberle, Roger Schaer, Vincent Andrearczyk, Jean-Félix Maestrati, Maria Martin Asiain, Kyriakos Flouris, Markus Obmann, Clarisse Dromain, Benoît Dufour, Pierre-Alexandre Alois Poletti, Hendrik von Tengg-Kobligk, Rolf Hügli, Martin Kretzschmar, Hatem Alkadhi, Ender Konukoglu, Henning Müller, Bram Stieltjes, Adrien Depeursinge
机构
*
Institute of Informatics, School of Management, HES-SO Valais-Wallis(信息学院,管理学院,瓦莱-德瓦尔省高等教育学院)
;
Nuclear Medicine and Molecular Imaging Department, Lausanne University Hospital(拉沃斯大学医院核医学与分子成像部门)
;
Clinic of Radiology and Nuclear Medicine, University Hospital Basel(巴塞尔大学医院放射科与核医学诊所)
;
Idiap Research Institute(IDIAP研究机构)
;
Department of Radiology, Lausanne University Hospital(拉沃斯大学医院放射科)
;
Groupe 3R, Lausanne-Épalinges Imaging Center(拉沃斯-埃平日斯影像中心,Groupe 3R)
;
Faculty of Medicine, University of Geneva (UNIGE)(日内瓦大学医学院)
;
Inselspital Bern, University of Bern(伯尔尼大学医院,Inselspital Bern)
;
Cantonal Hospital Baselland, Bruderholz(巴塞尔兰州医院,布雷尔霍兹)
;
Schmerzklinik Basel, Basel(巴塞尔疼痛诊所,巴塞尔)
;
Diagnostic and Interventional Radiology, University Hospital Zurich(苏黎世大学医院诊断与介入放射学部门)
;
Computer Vision Lab, ETH Zurich(苏黎世联邦理工学院计算机视觉实验室)
;
Computer Vision Lab, ETH Zuric(苏黎世联邦理工学院计算机视觉实验室)
SonoGym: High Performance Simulation for Challenging Surgical Tasks with Robotic Ultrasound
Yunke Ao, Masoud Moghani, Mayank Mittal, Manish Prajapat, Luohong Wu, Frederic Giraud, Fabio Carrillo, Andreas Krause, Philipp Fürnstahl
机构
*
Balgrist University Hospital(巴尔格里斯大学医院)
;
ETH Zurich(苏黎世联邦理工学院)
;
University of Toronto(多伦多大学)
;
NVIDIA(NVIDIA公司)
;
ETH AI Center(苏黎世联邦理工学院人工智能中心)
;
University of Zurich(苏黎世大学)
Guangming Wang, Lei Pan, Songyou Peng, Shaohui Liu, Chenfeng Xu, Yanzi Miao, Wei Zhan, Masayoshi Tomizuka, Marc Pollefeys, Hesheng Wang
机构
*
University of Cambridge, UK(剑桥大学)
;
China University of Mining and Technology(中国矿业大学)
;
ETH Zurich(苏黎世联邦理工学院)
;
University of California, Berkeley, USA(加州大学伯克利分校)
;
Shanghai Jiao Tong University(上海交通大学)
Comments31 pages, 19 figures, accepted by The International Journal of Robotics Research, 2025
Generative Intervention Models for Causal Perturbation Modeling
Nora Schneider, Lars Lorch, Niki Kilbertus, Bernhard Schölkopf, Andreas Krause
机构
*
Technical University of Munich(慕尼黑技术大学)
;
Department of Computer Science, ETH Zurich, Switzerland(苏黎世联邦理工学院计算机科学系)
;
Munich Center for Machine Learning, Germany(慕尼黑机器学习中心)
机构
*
School of Computer Science, The University of Sydney, Australia(计算机科学学院,悉尼大学,澳大利亚)
;
Department of Computer Science, ETH Zürich, Switzerland(计算机科学系,苏黎世联邦理工学院,瑞士)
;
School of Computing and Information Systems, The University of Melbourne, Australia(计算与信息系统学院,墨尔本大学,澳大利亚)
Comments11 pages, 12 figures, This paper is accepted in the 2025 IEEE International Conference on Web Services (ICWS 2025)
Design Patterns for Securing LLM Agents against Prompt Injections
Luca Beurer-Kellner, Beat Buesser, Ana-Maria Creţu, Edoardo Debenedetti, Daniel Dobos, Daniel Fabian, Marc Fischer, David Froelicher, Kathrin Grosse, Daniel Naeff, Ezinwanne Ozoani, Andrew Paverd, Florian Tramèr, Václav Volhejn
机构
*
Invariant Labs
;
IBM
;
EPFL(苏黎世联邦理工学院)
;
ETH Zurich(苏黎世联邦理工学院)
;
Swisscom(瑞士通信)
;
Google(谷歌)
;
ETH AI Center(苏黎世联邦理工学院人工智能中心)
;
AppliedAI Institute for Europe(欧洲应用AI研究院)
;
Microsoft(微软)
;
Lakera