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ETH Zurich(苏黎世联邦理工学院)

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2309.12008 2025-05-29 cs.RO

NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots

Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini

机构 * Integrated Systems Laboratory of ETH Zürich(苏黎世联邦理工学院集成系统实验室) Center for Project-Based Learning of ETH Zürich(苏黎世联邦理工学院项目导向学习中心) Department of Electrical, Electronic and Information Engineering of University of Bologna(博洛尼亚大学电子、电子与信息工程系)

Comments 24 pages

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2505.21468 2025-05-28 cs.LG stat.ML

Causal Posterior Estimation

Simon Dirmeier, Antonietta Mira

机构 * Swiss Data Science Center, ETH Zurich, Switzerland(瑞士数据科学中心,苏黎世联邦理工学院,瑞士)

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2505.21019 2025-05-28 eess.IV cs.LG

Cardiac Digital Twins at Scale from MRI: Open Tools and Representative Models from ~55000 UK Biobank Participants

Devran Ugurlu, Shuang Qian, Elliot Fairweather, Charlene Mauger, Bram Ruijsink, Laura Dal Toso, Yu Deng, Marina Strocchi, Reza Razavi, Alistair Young, Pablo Lamata, Steven Niederer, Martin Bishop

机构 * School of Biomedical Engineering & Imaging Sciences, King’s College London(伦敦国王学院生物医学工程与成像科学学院) The Cardiac Electro-Mechanics Research Group, Imperial College London(伦敦帝国理工学院心脏电机械学研究组) The Alan Turing Institute, London(伦敦艾伦·图灵研究所) Department of Cardiology, University Medical Center Utrecht(乌得勒支大学医学中心心内科部) ETH Zurich(苏黎世联邦理工学院)

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2505.19842 2025-05-28 cs.LG cs.AI

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints

Shuo Wang, Yun Cheng, Qingye Meng, Olga Saukh, Jiang Zhang, Jingfang Fan, Yuanting Zhang, Xingyuan Yuan, Lothar Thiele

机构 * School of Systems Science Beijing Normal University(系统科学学院 北京师范大学) D-ITET, ETH Zurich(ETH Zurich 信息科技系) Swiss Data Science Center(瑞士数据科学中心) ColorfulClouds Technology Co.,Ltd.(ColorfulClouds 技术有限公司) Graz University of Technology(格拉茨技术大学) Complexity Science Hub Vienna(维也纳复杂科学中心) School of Systems Science / Institute of Nonequilibrium Systems Beijing Normal University(系统科学学院/非平衡系统研究所 北京师范大学) Potsdam Institute for Climate Impact Research(波茨坦气候影响研究所)

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2504.18911 2025-05-27 stat.CO cs.LG stat.ML

A Langevin sampling algorithm inspired by the Adam optimizer

Benedict Leimkuhler, René Lohmann, Peter Whalley

机构 * School of Mathematics University of Edinburgh(爱丁堡大学数学学院) Department of Statistics ETH Zürich(苏黎世联邦理工学院统计系)

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2404.02928 2025-05-27 cs.CR cs.AI

Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models

Jiachen Ma, Yijiang Li, Zhiqing Xiao, Anda Cao, Jie Zhang, Chao Ye, Junbo Zhao

机构 * Zhejiang University(浙江大学) UC San Diego(加州大学圣地亚哥分校) ETH Zurich(苏黎世联邦理工学院)

Journal ref NAACL2025

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2504.19718 2025-05-27 cs.GR cs.CV

Pixels2Points: Fusing 2D and 3D Features for Facial Skin Segmentation

Victoria Yue Chen, Daoye Wang, Stephan Garbin, Jan Bednarik, Sebastian Winberg, Timo Bolkart, Thabo Beeler

机构 * Google(谷歌) ETH Zürich(苏黎世联邦理工学院)

Comments 4 pages, 4 figures, published in Eurographics 2025 as a short paper

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2406.17441 2025-05-27 quant-ph cs.AI math-ph math.MP physics.comp-ph stat.ML

A Matrix Product State Model for Simultaneous Classification and Generation

Alex Mossi, Bojan Žunkovic, Kyriakos Flouris

机构 * D-MATH , ETH Zürich(ETH苏黎世数学系) FRI , University of Ljubljana(卢布尔雅那大学弗里研究所) D-ITET , ETH Zürich(ETH苏黎世信息科技系)

Journal ref Quantum Mach. Intell. 7, 48 (2025)

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2405.07960 2025-05-27 cs.HC cs.CL

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Samuel Schmidgall, Rojin Ziaei, Carl Harris, Eduardo Reis, Jeffrey Jopling, Michael Moor

机构 * Stanford University(斯坦福大学) Johns Hopkins University(约翰霍普金斯大学) Stanford University Hospital Israelita Albert Einstein(斯坦福大学医院以色列阿尔伯特·爱因斯坦医院) ETH Zurich(苏黎世联邦理工学院)

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2410.02693 2025-05-23 cs.CR cs.AI cs.LG

Discovering Spoofing Attempts on Language Model Watermarks

Thibaud Gloaguen, Nikola Jovanović, Robin Staab, Martin Vechev

机构 * ETH Zurich(苏黎世联邦理工学院)

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2410.11650 2025-05-22 cs.CV cs.AI

Efficient Partitioning Vision Transformer on Edge Devices for Distributed Inference

Xiang Liu, Yijun Song, Xia Li, Yifei Sun, Huiying Lan, Zemin Liu, Linshan Jiang, Jialin Li

机构 * School of Computing, National University of Singapore(国家大学学院计算机科学学院) Information and Artificial Intelligence Institute, Zhejiang University of Finance & Economics Dongfang College(浙江财经大学东方学院信息与人工智能研究院) Department of Computer Science, ETH Zurich(苏黎世联邦理工学院计算机科学系) College of Computer Science and Technology, Zhejiang University(浙江大学计算机科学与技术学院) Lumia Ltd.(Lumia有限公司) Institute of Data Science, National University of Singapore(国家大学数据科学研究所)

Comments 11 pages, 7 figures, 4 tables

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2503.16282 2025-05-21 cs.CV

Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model

Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Junlin Han, Ender Konukoglu, Serge Belongie

机构 * Department of Computer Science, University of Copenhagen(哥本哈根大学计算机科学系) Computer Vision Laboratory, ETH Zurich(苏黎世联邦理工学院计算机视觉实验室) College of Computer Science, Nankai University(南开大学计算机学院) Department of Engineering Science, University of Oxford(牛津大学工程科学系)

Comments Accepted to CVPR 2025

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2505.13329 2025-05-20 cs.CY cs.AI cs.CR

Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications

Frédéric Berdoz, Dustin Brunner, Yann Vonlanthen, Roger Wattenhofer

机构 * ETH Zurich(苏黎世联邦理工学院)

Comments This is the extended version of the paper, accepted at IJCAI 2025

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2505.13131 2025-05-20 cs.RO cs.SY eess.SY

Constraint-Aware Diffusion Guidance for Robotics: Real-Time Obstacle Avoidance for Autonomous Racing

Hao Ma, Sabrina Bodmer, Andrea Carron, Melanie Zeilinger, Michael Muehlebach

机构 * Department of Mechanical and Process Engineering, ETH Zürich(苏黎世联邦理工学院机械与过程工程系) Max Planck Institute for Intelligent Systems(智能系统研究所)

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2505.07610 2025-05-20 cs.CL cs.AI

Concept-Level Explainability for Auditing & Steering LLM Responses

Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady

机构 * Department of Computer Science ETH Zurich(计算机科学系 苏黎世联邦理工学院)

Comments 9 pages, 7 figures, Submission to Neurips 2025

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2405.18314 2025-05-20 cs.LG

Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm

Mathieu Chevalley, Patrick Schwab, Arash Mehrjou

机构 * ETH Zürich(苏黎世联邦理工学院) MPI for Intelligent Systems(智能系统研究所)

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2407.11385 2025-05-20 cs.RO cs.GR

Omnigrasp: Grasping Diverse Objects with Simulated Humanoids

Zhengyi Luo, Jinkun Cao, Sammy Christen, Alexander Winkler, Kris Kitani, Weipeng Xu

机构 * Carnegie Mellon University(卡内基梅隆大学) Reality Labs Research(现实实验室研究) ETH Zurich(苏黎世联邦理工学院)

Comments Project page: https://www.zhengyiluo.com/Omnigrasp/

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2505.11449 2025-05-19 cs.CR cs.AI

LLMs unlock new paths to monetizing exploits

Nicholas Carlini, Milad Nasr, Edoardo Debenedetti, Barry Wang, Christopher A. Choquette-Choo, Daphne Ippolito, Florian Tramèr, Matthew Jagielski

机构 * Anthropic Google DeepMind(谷歌DeepMind) ETH Zurich(苏黎世联邦理工学院) CMU(卡内基梅隆大学)

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2505.11164 2025-05-19 cs.RO

Parkour in the Wild: Learning a General and Extensible Agile Locomotion Policy Using Multi-expert Distillation and RL Fine-tuning

Nikita Rudin, Junzhe He, Joshua Aurand, Marco Hutter

机构 * Robotic Systems Lab, ETH Zurich(机器人系统实验室,苏黎世联邦理工学院) NVIDIA Switzerland(英伟达瑞士)

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2505.11116 2025-05-19 cs.RO cs.CV

Planar Velocity Estimation for Fast-Moving Mobile Robots Using Event-Based Optical Flow

Liam Boyle, Jonas Kühne, Nicolas Baumann, Niklas Bastuck, Michele Magno

机构 * Center for Project-Based Learning, D-ITET, ETH Zurich(项目导向学习中心,D-ITET,苏黎世联邦理工学院)

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2505.10903 2025-05-19 cs.CR cs.AI cs.SE

On the Security Risks of ML-based Malware Detection Systems: A Survey

Ping He, Yuhao Mao, Changjiang Li, Lorenzo Cavallaro, Ting Wang, Shouling Ji

机构 * Zhejiang University(浙江大学) UCL(伦敦大学) ETH Zürich(苏黎世联邦理工学院) Stony Brook University(石溪大学)

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2505.04258 2025-05-19 cs.RO cs.CV

RGB-Event Fusion with Self-Attention for Collision Prediction

Pietro Bonazzi, Christian Vogt, Michael Jost, Haotong Qin, Lyes Khacef, Federico Paredes-Valles, Michele Magno

机构 * ETH Zürich(苏黎世联邦理工学院) Sony Semiconductor Solutions Europe, Sony Europe B.V.(索尼半导体欧洲解决方案,索尼欧洲有限公司)

Comments arXiv admin note: text overlap with arXiv:2504.10400

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2505.03049 2025-05-19 cs.LG cond-mat.mtrl-sci

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 * ETH Zurich(苏黎世联邦理工学院) University of Missouri-Columbia(密苏里大学哥伦比亚分校) McGill University(麦吉尔大学) University of Houston(休斯顿大学) Duke University(杜克大学) University of California at Berkeley(加州大学伯克利分校) Lawrence Berkeley National Laboratory(伯克利国家实验室) University of Southern California(南加州大学) Humboldt University of Berlin(柏林洪堡大学) Université catholique de Louvain(列日天主大学) Matgenix SRL(Matgenix公司) University of California, Los Angeles(加州大学洛杉矶分校) Friedrich-Schiller-Universität Jena(耶拿弗里德里希-施莱尔大学) Federal Institute of Materials Research and Testing (BAM)(材料研究与测试联邦机构) Argonne National Laboratory(阿贡国家实验室) University of Toronto(多伦多大学) EPFL(洛桑联邦理工学院) Massachusetts Institute of Technology(麻省理工学院) University of Amsterdam(阿姆斯特丹大学) Acceleration(加速机构)

Comments arXiv 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

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2504.10400 2025-05-19 cs.CV

Towards Low-Latency Event-based Obstacle Avoidance on a FPGA-Drone

Pietro Bonazzi, Christian Vogt, Michael Jost, Lyes Khacef, Federico Paredes-Vallés, Michele Magno

机构 * ETH Zürich(苏黎世联邦理工学院) Sony Semiconductor Solutions Europe, Sony Europe B.V.(索尼半导体解决方案欧洲公司)

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2407.20194 2025-05-19 cs.RO

Radiance Fields for Robotic Teleoperation

Maximum Wilder-Smith, Vaishakh Patil, Marco Hutter

机构 * Robotic Systems Lab, ETH Zurich(瑞士苏黎世联邦理工学院机器人系统实验室)

Comments 8 pages, 10 figures, Accepted to IROS 2024

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2505.09562 2025-05-15 cs.CV

Camera-Only 3D Panoptic Scene Completion for Autonomous Driving through Differentiable Object Shapes

Nicola Marinello, Simen Cassiman, Jonas Heylen, Marc Proesmans, Luc Van Gool

机构 * KU Leuven(库勒万大学) TRACE vzw(TRACE公司) ETH Zürich(苏黎世联邦理工学院) INSAIT(INSAIT研究所)

Comments Accepted to CVPR 2025 Workshop on Autonomous Driving

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2505.09358 2025-05-15 cs.CV cs.LG

Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis

Bingxin Ke, Kevin Qu, Tianfu Wang, Nando Metzger, Shengyu Huang, Bo Li, Anton Obukhov, Konrad Schindler

机构 * Photogrammetry and Remote Sensing Laboratory, ETH Zürich(摄影测量与遥感实验室,苏黎世联邦理工学院)

Comments Journal extension of our CVPR 2024 paper, featuring new tasks, improved efficiency, high-resolution capabilities, and enhanced accessibility

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2403.03370 2025-05-15 cs.CV cs.RO

F$^3$Loc: Fusion and Filtering for Floorplan Localization

Changan Chen, Rui Wang, Christoph Vogel, Marc Pollefeys

机构 * ETH Zürich(苏黎世联邦理工学院) Microsoft Mixed Reality & AI Lab(微软混合现实与人工智能实验室)

Comments 10 pages, 11 figure, accepted to CVPR 2024 (fixed typo eq.8: s_x,s_y, s_phi -> x, y, phi)

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2504.17551 2025-05-14 cs.CV cs.AI

Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior

Lin Che, Yizi Chen, Tanhua Jin, Martin Raubal, Konrad Schindler, Peter Kiefer

机构 * ETH Zurich(苏黎世联邦理工学院) Ghent University(根特大学)

Comments 11 pages, 7 figures, preprint version

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2505.08200 2025-05-14 cs.CL cs.AI

A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs

Artem Shelmanov, Ekaterina Fadeeva, Akim Tsvigun, Ivan Tsvigun, Zhuohan Xie, Igor Kiselev, Nico Daheim, Caiqi Zhang, Artem Vazhentsev, Mrinmaya Sachan, Preslav Nakov, Timothy Baldwin

机构 * MBZUAI ETH Zürich(苏黎世联邦理工学院) University of Cambridge(剑桥大学) Behavox Accenture Computational Semantics Group(语义计算小组)

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