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New York University(纽约大学)

共收录 1617
2503.15221 2025-09-12 cs.LG

A Vector-Quantized Foundation Model for Patient Behavior Monitoring

Rodrigo Oliver, Josué Pérez-Sabater, Leire Paz-Arbaizar, Diego Herrero-Quevedo, Antonio Artés-Rodríguez, Alejandro Lancho, Pablo M. Olmos

机构 * Signal Theory and Communications Department University Carlos III of Madrid(信号理论与通讯系卡洛斯三世大学) Instituto de Investigación Sanitaria Gregorio Marañón(Gregorio Marañón卫生研究院) Center for Data Science New York University(数据科学中心纽约大学) Evidence-Based Behavior(基于证据的行为) CIBERSAM, ISCIII

Comments 10 pages (32 with references and supplementary material). Submitted to Elsevier's journal on Artificial Intelligence in Medicine

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2210.02671 2025-09-12 cs.LG cs.CC

A Logic for Expressing Log-Precision Transformers

William Merrill, Ashish Sabharwal

机构 * New York University(纽约大学) Allen Institute for AI(人工智能研究院)

Comments May 24, 2023: Restructured version of old preprint. Oct 12, 2023: To appear at NeurIPS. Sept 10, 2025: minor technical corrections

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2509.08818 2025-09-11 cs.CV

GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts

Jenna Kang, Maria Silva, Patsorn Sangkloy, Kenneth Chen, Niall Williams, Qi Sun

机构 * New York University(纽约大学)

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2509.08703 2025-09-11 cs.LG

Machine Learning-Based Prediction of Speech Arrest During Direct Cortical Stimulation Mapping

Nikasadat Emami, Amirhossein Khalilian-Gourtani, Jianghao Qian, Antoine Ratouchniak, Xupeng Chen, Yao Wang, Adeen Flinker

机构 * Department of Electrical and Computer Engineering, New York University(电气与计算机工程系,纽约大学) Department of Neurology, New York University(神经病学系,纽约大学) Department of Biomedical Engineering, New York University(生物医学工程系,纽约大学)

Comments Accepted at IEEE International Conference on Neural Engineering (NER), 2025. This is the author's accepted manuscript

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2509.08583 2025-09-11 cs.CV

EfficientIML: Efficient High-Resolution Image Manipulation Localization

Jinhan Li, Haoyang He, Lei Xie, Jiangning Zhang

机构 * New York University(纽约大学) Zhejiang University(浙江大学)

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2509.07488 2025-09-10 cs.CV cs.AI

Fine-Tuning Vision-Language Models for Visual Navigation Assistance

Xiao Li, Bharat Gandhi, Ming Zhan, Mohit Nehra, Zhicheng Zhang, Yuchen Sun, Meijia Song, Naisheng Zhang, Xi Wang

机构 * University of Florida, Gainesville, FL, USA(佛罗里达大学) University of Minnesota, Minneapolis, MN, USA(明尼苏达大学) New York University, New York, NY, USA(纽约大学)

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2509.06768 2025-09-09 cs.RO

Embodied Hazard Mitigation using Vision-Language Models for Autonomous Mobile Robots

Oluwadamilola Sotomi, Devika Kodi, Kiruthiga Chandra Shekar, Aliasghar Arab

机构 * Department of Mechanical and Aerospace Engineering, Tandon School of Engineering, New York University(机械与航空航天工程系,坦顿工程学院,纽约大学) GenAuto.ai by General Autonomy Inc.(General Autonomy Inc. 的 GenAuto.ai)

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2509.06575 2025-09-09 stat.ML cs.LG stat.ME

Robust and Adaptive Spectral Method for Representation Multi-Task Learning with Contamination

Yian Huang, Yang Feng, Zhiliang Ying

机构 * Department of Statistics, Columbia University(哥伦比亚大学统计系) Department of Biostatistics, School of Global Public Health, New York University(纽约大学全球公共卫生学院生物统计学系)

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2505.19429 2025-09-09 cs.CL

Rhapsody: A Dataset for Highlight Detection in Podcasts

Younghan Park, Anuj Diwan, David Harwath, Eunsol Choi

机构 * Yonsei University(延世大学) The University of Texas at Austin(德克萨斯大学奥斯汀分校) New York University(纽约大学)

Comments COLM 2025

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2509.05615 2025-09-09 cs.LG cs.AI

Causal Debiasing Medical Multimodal Representation Learning with Missing Modalities

Xiaoguang Zhu, Lianlong Sun, Yang Liu, Pengyi Jiang, Uma Srivatsa, Nipavan Chiamvimonvat, Vladimir Filkov

机构 * DataLab: Data Science and Informatics, University of California, Davis(加州大学戴维斯分校数据实验室) Department of Electrical and Computer Engineering, University of Rochester(罗切斯特大学电气与计算机工程系) Academy for Engineering & Technology, Fudan University(复旦大学工程与技术学院) Department of Computer Science, University of Toronto(多伦多大学计算机科学系) Department of Electrical and Computer Engineering, New York University(纽约大学电气与计算机工程系) UC Davis Health(加州大学戴维斯分校医疗中心) Department of Basic Medical Sciences, University of Arizona(亚利桑那大学基础医学系) Department of Computer Science, University of California, Davis(加州大学戴维斯分校计算机科学系)

Comments Submitted to IEEE TKDE

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2509.05460 2025-09-09 cs.LG cs.IR stat.ML

Calibrated Recommendations with Contextual Bandits

Diego Feijer, Himan Abdollahpouri, Sanket Gupta, Alexander Clare, Yuxiao Wen, Todd Wasson, Maria Dimakopoulou, Zahra Nazari, Kyle Kretschman, Mounia Lalmas

机构 * Spotify NYU(纽约大学) Uber

Comments Accepted at ACM RecSys '25, CONSEQUENCES workshop

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2407.04180 2025-09-09 cs.CV

Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing

Anushrut Jignasu, Kelly O. Marshall, Ankush Kumar Mishra, Lucas Nerone Rillo, Baskar Ganapathysubramanian, Aditya Balu, Chinmay Hegde, Adarsh Krishnamurthy

机构 * Iowa State University(爱荷华州立大学) New York University(纽约大学)

Comments Accepted to NeurIPS 2024. For codebase, see https://github.com/idealab-isu/Slice-100K

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2509.05072 2025-09-08 cs.AI cs.CL

Finding your MUSE: Mining Unexpected Solutions Engine

Nir Sweed, Hanit Hakim, Ben Wolfson, Hila Lifshitz, Dafna Shahaf

机构 * The Hebrew University of Jerusalem(海法大学) New York University(纽约大学) Warwick Business School(沃里克商学院)

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2509.04999 2025-09-08 cs.CR cs.AI cs.CY cs.LG

Adversarial Augmentation and Active Sampling for Robust Cyber Anomaly Detection

Sidahmed Benabderrahmane, Talal Rahwan

机构 * New York University, NYUAD, Division of Science.(纽约大学,NYUAD,科学学院)

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2509.04979 2025-09-08 cs.AI

Internet 3.0: Architecture for a Web-of-Agents with it's Algorithm for Ranking Agents

Rajesh Tembarai Krishnamachari, Srividya Rajesh

机构 * NYU(纽约大学) Independent Researcher(独立研究者)

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2509.04202 2025-09-05 cs.CL cs.SI

Explicit and Implicit Data Augmentation for Social Event Detection

Congbo Ma, Yuxia Wang, Jia Wu, Jian Yang, Jing Du, Zitai Qiu, Qing Li, Hu Wang, Preslav Nakov

机构 * Macquarie University(麦考瑞大学) Mohamed bin Zayed University of Artificial Intelligence(穆罕默德·本·扎耶德人工智能大学) New York University Abu Dhabi(纽约大学阿布扎比分校)

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2509.02038 2025-09-05 cs.CL cs.SD

NADI 2025: The First Multidialectal Arabic Speech Processing Shared Task

Bashar Talafha, Hawau Olamide Toyin, Peter Sullivan, AbdelRahim Elmadany, Abdurrahman Juma, Amirbek Djanibekov, Chiyu Zhang, Hamad Alshehhi, Hanan Aldarmaki, Mustafa Jarrar, Nizar Habash, Muhammad Abdul-Mageed

机构 * The University of British Columbia(不列颠哥伦比亚大学) Hamad Bin Khalifa University(哈马德·本·卡伊夫大学) Birzeit University(伯莱兹大学) MBZUAI(穆罕默德·本·拉希德智能科学与技术研究院) NYU Abu Dhabi(纽约大学阿布扎克分校)

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2509.00215 2025-09-05 cs.RO cs.AI cs.LG

First Order Model-Based RL through Decoupled Backpropagation

Joseph Amigo, Rooholla Khorrambakht, Elliot Chane-Sane, Nicolas Mansard, Ludovic Righetti

机构 * Machines in Motion Laboratory, New York University, USA(纽约大学运动机器实验室) LAAS-CNRS, Université de Toulouse, CNRS, Toulouse, France(图卢兹大学LAAS-CNRS) Artificial and Natural Intelligence Toulouse Institute, Toulouse, France(图卢兹人工智能与自然智能研究所)

Comments CoRL 2025. Project website: https://machines-in-motion.github.io/DMO/

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2502.14791 2025-09-05 cs.CL cs.AI cs.LG

Rapid Word Learning Through Meta In-Context Learning

Wentao Wang, Guangyuan Jiang, Tal Linzen, Brenden M. Lake

机构 * New York University(纽约大学) MIT(麻省理工学院)

Comments EMNLP 2025

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2408.13115 2025-09-05 stat.ML cs.LG math.PR stat.CO

Convergence of Unadjusted Langevin in High Dimensions: Delocalization of Bias

Yifan Chen, Xiaoou Cheng, Jonathan Niles-Weed, Jonathan Weare

机构 * Courant Institute, New York University, NY, USA(纽约大学Courant研究所) Department of Mathematics, University of California, Los Angeles, CA, USA(加州大学洛杉矶分校数学系)

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2509.03030 2025-09-04 cs.LG cs.MA cs.RO cs.SY eess.SY

Population-aware Online Mirror Descent for Mean-Field Games with Common Noise by Deep Reinforcement Learning

Zida Wu, Mathieu Lauriere, Matthieu Geist, Olivier Pietquin, Ankur Mehta

机构 * UCLA(美国大学洛杉矶分校) New York University Shanghai(纽约大学上海分校) Cohere(Cohere公司) University of Lille(里尔大学)

Comments 2025 IEEE 64rd Conference on Decision and Control (CDC)

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2509.02302 2025-09-03 cs.LG math.OC

AdaSwitch: An Adaptive Switching Meta-Algorithm for Learning-Augmented Bounded-Influence Problems

Xi Chen, Yuze Chen, Yuan Zhou

机构 * Leonard N. Stern School of Business, New York University(纽约大学劳伦德·N·斯tern商学院) Qiuzhen College, Tsinghua University(清华大学邱泽学院) Yau Mathematical Sciences Center & Department of Mathematical Sciences, Tsinghua University(清华大学杨数学科学中心及数学科学系)

Comments 62 pages, 7 figures

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2506.17450 2025-09-03 cs.CV cs.GR

BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing

Jiacheng Chen, Ramin Mehran, Xuhui Jia, Saining Xie, Sanghyun Woo

机构 * Simon Fraser University(西蒙 Fraser大学) Google DeepMind(谷歌DeepMind) New York University(纽约大学)

Comments Project page: https://blenderfusion.github.io

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2506.18689 2025-07-08 cs.RO cs.AI

NOVA: Navigation via Object-Centric Visual Autonomy for High-Speed Target Tracking in Unstructured GPS-Denied Environments

Alessandro Saviolo, Giuseppe Loianno

机构 * New York University(纽约大学)

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2507.04027 2025-07-08 cs.LG

Commute Networks as a Signature of Urban Socioeconomic Performance: Evaluating Mobility Structures with Deep Learning Models

Devashish Khulbe, Alexander Belyi, Stanislav Sobolevsky

机构 * Department of Mathematics and Statistics Faculty of Science, Masaryk University(数学与统计学系,科学学院,马萨里克大学) Center for Urban Science + Progress New York University(城市科学与进步中心,纽约大学)

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2507.02119 2025-07-08 cs.LG

Scaling Collapse Reveals Universal Dynamics in Compute-Optimally Trained Neural Networks

Shikai Qiu, Lechao Xiao, Andrew Gordon Wilson, Jeffrey Pennington, Atish Agarwala

机构 * New York University(纽约大学) Google DeepMind(谷歌DeepMind)

Comments ICML 25. Code available at https://github.com/shikaiqiu/supercollapse

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2504.14751 2025-07-08 cs.LG cs.AI

AI for the Open-World: the Learning Principles

Jianyu Zhang

机构 * PhD Thesis Center for Data Science New York University(数据科学博士论文中心 新 York 大学)

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2411.04109 2025-07-08 cs.CL cs.AI cs.LG

Self-Consistency Preference Optimization

Archiki Prasad, Weizhe Yuan, Richard Yuanzhe Pang, Jing Xu, Maryam Fazel-Zarandi, Mohit Bansal, Sainbayar Sukhbaatar, Jason Weston, Jane Yu

机构 * Meta FAIR New York University(纽约大学)

Comments ICML 2025 (camera-ready)

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2507.03037 2025-07-08 cs.CV

Intelligent Histology for Tumor Neurosurgery

Xinhai Hou, Akhil Kondepudi, Cheng Jiang, Yiwei Lyu, Samir Harake, Asadur Chowdury, Anna-Katharina Meißner, Volker Neuschmelting, David Reinecke, Gina Furtjes, Georg Widhalm, Lisa Irina Koerner, Jakob Straehle, Nicolas Neidert, Pierre Scheffler, Juergen Beck, Michael Ivan, Ashish Shah, Aditya Pandey, Sandra Camelo-Piragua, Dieter Henrik Heiland, Oliver Schnell, Chris Freudiger, Jacob Young, Melike Pekmezci, Katie Scotford, Shawn Hervey-Jumper, Daniel Orringer, Mitchel Berger, Todd Hollon

机构 * Department of Neurosurgery, University of Michigan, Ann Arbor, MI, USA(密歇根大学神经外科部) Department of Neurosurgery, University Hospital Cologne, Cologne, Germany(科隆大学医院神经外科部) Department of Neurosurgery, Medical University of Vienna, Vienna, Austria(维也纳医学大学神经外科部) Department of Neurosurgery, University Medical Center Freiburg, Freiburg, Germany(弗赖堡大学医学中心神经外科部) Department of Neurosurgery, University of Miami, Miami, FL, USA(迈阿密大学神经外科部) Department of Pathology, University of Michigan, Ann Arbor, MI, USA(密歇根大学病理学部) Department of Neurosurgery, University Hospital Erlangen, Erlangen, Germany(埃朗根大学医院神经外科部) Invenio Imaging Inc., Santa Clara, CA, USA(Invenio Imaging公司) Department of Neurosurgery, University of California, San Francisco, CA, USA(加州大学旧金山分校神经外科部) Department of Neurosurgery, NYU Langone Health, New York, NY, USA(纽约大学Langone健康中心神经外科部)

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2409.18581 2025-07-08 cs.LG stat.ML

Deep Autoregressive Models as Causal Inference Engines

Daniel Jiwoong Im, Kevin Zhang, Nakul Verma, Kyunghyun Cho

机构 * Center for Data Science(数据科学中心) New York University(纽约大学) Computer Science Columbia University(哥伦比亚大学计算机科学系)

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