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New York University(纽约大学)

共收录 1617
2509.19687 2025-09-25 cs.CV

Enhancing Transformer-Based Vision Models: Addressing Feature Map Anomalies Through Novel Optimization Strategies

Sumit Mamtani

机构 * New York University(纽约大学)

Comments 8 pages, 8 figures, accepted and presented at IEEE BDAI 2025. The final published version will be available on IEEE Xplore

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2509.19170 2025-09-25 cs.CL cs.AI cs.LG

Soft Tokens, Hard Truths

Natasha Butt, Ariel Kwiatkowski, Ismail Labiad, Julia Kempe, Yann Ollivier

机构 * University of Amsterdam(阿姆斯特丹大学) Meta FAIR New York University(纽约大学)

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2509.18644 2025-09-25 cs.RO cs.AI

Do You Need Proprioceptive States in Visuomotor Policies?

Juntu Zhao, Wenbo Lu, Di Zhang, Yufeng Liu, Yushen Liang, Tianluo Zhang, Yifeng Cao, Junyuan Xie, Yingdong Hu, Shengjie Wang, Junliang Guo, Dequan Wang, Yang Gao

机构 * Shanghai Jiao Tong University(上海交通大学) Spirit AI Tsinghua University(清华大学) New York University Shanghai(纽约大学上海分校) Tongji University(同济大学)

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

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2507.01234 2025-09-25 cs.CL

The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure

Yu Fan, Yang Tian, Shauli Ravfogel, Mrinmaya Sachan, Elliott Ash, Alexander Hoyle

机构 * ETH Zurich(苏黎世联邦理工学院) University of Zurich(苏黎世大学) Center for Data Science, New York University(纽约大学数据科学中心)

Comments Accepted to EMNLP 2025 (Main)

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2504.13110 2025-09-25 stat.ML cs.LG

Propagation of Chaos in One-hidden-layer Neural Networks beyond Logarithmic Time

Margalit Glasgow, Denny Wu, Joan Bruna

机构 * Massachusetts Institute of Technology(麻省理工学院) New York University(纽约大学) Flatiron Institute(Flatiron研究所)

Comments 72 pages

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2410.08792 2025-09-25 cs.RO cs.AI cs.CV cs.LG

VLM See, Robot Do: Human Demo Video to Robot Action Plan via Vision Language Model

Beichen Wang, Juexiao Zhang, Shuwen Dong, Irving Fang, Chen Feng

机构 * New York University(纽约大学)

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2509.19284 2025-09-24 cs.LG

What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT

Yunzhen Feng, Julia Kempe, Cheng Zhang, Parag Jain, Anthony Hartshorn

机构 * Meta Superintelligence Labs(Meta超智能实验室) New York University(纽约大学)

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2408.13430 2025-09-24 stat.AP cs.DL cs.GT cs.LG stat.ML

The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review

Buxin Su, Jiayao Zhang, Natalie Collina, Yuling Yan, Didong Li, Kyunghyun Cho, Jianqing Fan, Aaron Roth, Weijie Su

机构 * University of Pennsylvania(宾夕法尼亚大学) Massachusetts Institute of Technology(麻省理工学院) University of North Carolina at Chapel Hill(北卡罗来纳大学教堂山分校) New York University(纽约大学) Princeton University(普林斯顿大学)

Comments Minor revision of Section 4; Published in Journal of the American Statistical Association (JASA) as a Discussion Paper

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2509.18757 2025-09-24 cs.RO cs.AI

MV-UMI: A Scalable Multi-View Interface for Cross-Embodiment Learning

Omar Rayyan, John Abanes, Mahmoud Hafez, Anthony Tzes, Fares Abu-Dakka

机构 * Center for Artificial Intelligence and Robotics (CAIR) NYU Abu Dhabi(人工智能与机器人中心(CAIR)纽约大学阿布扎赫德分校) Mechanical Engineering Program, NYU Abu Dhabi(机械工程项目,纽约大学阿布扎赫德分校)

Comments For project website and videos, see https https://mv-umi.github.io

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2505.24846 2025-09-24 cs.AI cs.CL

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning

Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao

机构 * University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) New York University(纽约大学) Rice University(稻谷大学)

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2411.08019 2025-09-24 cs.CL cs.AI cs.LG stat.AP stat.ME stat.ML

Language Models as Causal Effect Generators

Lucius E. J. Bynum, Kyunghyun Cho

机构 * New York University(纽约大学)

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2507.02954 2025-09-23 cs.CL cs.AI

Advanced Financial Reasoning at Scale: A Comprehensive Evaluation of Large Language Models on CFA Level III

Pranam Shetty, Abhisek Upadhayaya, Parth Mitesh Shah, Srikanth Jagabathula, Shilpi Nayak, Anna Joo Fee

机构 * Rochester Institute of Technology(罗切斯特理工学院) GoodFin, Inc(GoodFin公司) New York University(纽约大学)

Comments Accepted at FinLLM @ IJCAI 2025

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2509.16915 2025-09-23 math.OC cs.CR cs.DS cs.LG

Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming

Zhao Song, Jianfei Xue, Lichen Zhang

机构 * University of California, Berkeley(加州大学伯克利分校) New York University(纽约大学) Massachusetts Institute of Technology(麻省理工学院)

Comments NeurIPS 2025

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2501.06582 2025-09-23 cs.CL

ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting

Steven H. Wang, Maksim Zubkov, Kexin Fan, Sarah Harrell, Yuyang Sun, Wei Chen, Andreas Plesner, Roger Wattenhofer

机构 * ETH Zurich(苏黎世联邦理工学院) New York University(纽约大学) University of Washington(华盛顿大学) Yale University(耶鲁大学)

Comments ACL 2025 Findings. 9 pages + appendix. Code and data are available at https://www.atticusprojectai.org/acord

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2410.22069 2025-09-23 cs.LG stat.ML

Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks

Nikolaos Tsilivis, Eitan Gronich, Julia Kempe, Gal Vardi

机构 * New York University(纽约大学) Weizmann Institute of Science(魏茨曼科学研究所) Meta

Comments Fix the authors order

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2509.16519 2025-09-23 cs.CV

PM25Vision: A Large-Scale Benchmark Dataset for Visual Estimation of Air Quality

Yang Han

机构 * Han Yang Department of Computer Science, New York University(杨汉 计算机科学系,纽约大学)

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2509.12385 2025-09-22 cs.CL cs.LG

SENTRA: Selected-Next-Token Transformer for LLM Text Detection

Mitchell Plyler, Yilun Zhang, Alexander Tuzhilin, Saoud Khalifah, Sen Tian

机构 * Mozilla Corporation(Mozilla公司) New York University(纽约大学) Ciphero AI(Ciphero人工智能)

Comments EMNLP Findings 2025

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2507.14067 2025-09-22 cs.CV cs.AI

VLA-Mark: A cross modal watermark for large vision-language alignment model

Shuliang Liu, Qi Zheng, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu

机构 * The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州)) The Hong Kong University of Science and Technology(香港科技大学) University of Toronto(多伦多大学) Ant Group, Alibaba(蚂蚁集团,阿里巴巴) New York University Shanghai(纽约大学上海分校)

Comments Accepted by the main conference, EMNLP 2025

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2412.14650 2025-09-22 math.PR cs.LG stat.ML

Permutation recovery of spikes in noisy high-dimensional tensor estimation

Gérard Ben Arous, Cédric Gerbelot, Vanessa Piccolo

机构 * Courant Institute of Mathematical Sciences, New York University(纽约大学Courant数学科学研究所)

Comments 35 pages, 2 figures. Version 2: minor revisions. To appear in Stochastic Analysis and Applications, Springer Proceedings in Mathematics & Statistics (2025). arXiv admin note: substantial text overlap with arXiv:2408.06401

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2509.14624 2025-09-19 cs.CL cs.AI cs.LG

Reveal and Release: Iterative LLM Unlearning with Self-generated Data

Linxi Xie, Xin Teng, Shichang Ke, Hongyi Wen, Shengjie Wang

机构 * New York University Shanghai(纽约大学上海)

Comments Accepted to EMNLP 2025 Findings

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2505.09757 2025-09-19 cs.HC cs.AI cs.CY

Trustless Autonomy: Understanding Motivations, Benefits, and Governance Dilemmas in Self-Sovereign Decentralized AI Agents

Botao Amber Hu, Yuhan Liu, Helena Rong

机构 * Reality Design Lab(现实设计实验室) Princeton University(普林斯顿大学) New York University Shanghai(纽约大学上海校区)

Comments Submitted to CSCW 2026

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2509.13569 2025-09-18 cs.CL

Overview of Dialog System Evaluation Track: Dimensionality, Language, Culture and Safety at DSTC 12

John Mendonça, Lining Zhang, Rahul Mallidi, Alon Lavie, Isabel Trancoso, Luis Fernando D'Haro, João Sedoc

机构 * INESC-ID Instituto Superior Técnico - University of Lisbon(理工学院 - 里斯本大学) Department of Technology, Operations, and Statistics, New York University(技术、运营与统计系,纽约大学) Speech Technology and Machine Learning Group - Universidad Politécnica de Madrid(语音技术与机器学习小组 - 马德里理工大学) Carnegie Mellon University(卡内基梅隆大学)

Comments DSTC12 Track 1 Overview Paper. https://chateval.org/dstc12

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2509.12679 2025-09-17 cs.LG cs.CE quant-ph

Large Language Model Scaling Laws for Neural Quantum States in Quantum Chemistry

Oliver Knitter, Dan Zhao, Stefan Leichenauer, Shravan Veerapaneni

机构 * University of Michigan(密歇根大学) SandboxAQ New York University(纽约大学)

Comments 16 pages, 5 figures, to be submitted for peer review

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2509.12611 2025-09-17 cs.AI

Analogy-Driven Financial Chain-of-Thought (AD-FCoT): A Prompting Approach for Financial Sentiment Analysis

Anmol Singhal Navya Singhal

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

Comments IEEE AIxB 2025

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2502.18826 2025-09-17 cs.LG cs.IT math.IT stat.ML

Adversarial Combinatorial Semi-bandits with Graph Feedback

Yuxiao Wen

机构 * Courant Institute of Mathematical Sciences, New York University, New York, USA(Courant数学科学研究所,纽约大学,纽约,美国)

Comments To appear in ICML 2025

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2502.18530 2025-09-17 cs.CV cs.LG

IMPROVE: Iterative Model Pipeline Refinement and Optimization Leveraging LLM Experts

Eric Xue, Ke Chen, Zeyi Huang, Yuyang Ji, Haohan Wang

机构 * University of Toronto(多伦多大学) University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) University of Wisconsin-Madison(威斯康星大学麦迪逊分校) New York University(纽约大学)

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2508.20047 2025-09-16 cs.CL

AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering

Hassan Alhuzali, Walid Al-Eisawi, Muhammad Abdul-Mageed, Chaimae Abouzahir, Mouath Abu-Daoud, Ashwag Alasmari, Renad Al-Monef, Ali Alqahtani, Lama Ayash, Leen Kharouf, Farah E. Shamout, Nizar Habash

机构 * Umm Al-Qura University(乌姆·阿勒·库拉大学) New York University Abu Dhabi(纽约大学阿布扎比分校) The University of British Columbia(不列颠哥伦比亚大学) King Khalid University(国王 Khalid 大学)

Comments ArabicNLP2025-colocated with EMNLP2025

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2509.09015 2025-09-12 cs.CV

VoxelFormer: Parameter-Efficient Multi-Subject Visual Decoding from fMRI

Chenqian Le, Yilin Zhao, Nikasadat Emami, Kushagra Yadav, Xujin "Chris" Liu, Xupeng Chen, Yao Wang

机构 * Department of Electrical and Computer Engineering, New York University Tandon School of Engineering(电气工程系,纽约大学塔能工程学院) Department of Computer Science and Engineering, New York University Tandon School of Engineering(计算机科学与工程系,纽约大学塔能工程学院)

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2508.21772 2025-09-12 cs.LG

UniMLR: Modeling Implicit Class Significance for Multi-Label Ranking

V. Bugra Yesilkaynak, Emine Dari, Alican Mertan, Gozde Unal

机构 * Technical University of Munich(慕尼黑技术大学) Istanbul Technical University(伊斯坦布尔技术大学) University of Vermont(佛蒙特大学) New York University(纽约大学)

Journal ref Proc. 28th European Conference on Artificial Intelligence (ECAI 2025)

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2505.19613 2025-09-12 cs.CV

TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization

Amira Guesmi, Bassem Ouni, Muhammad Shafique

机构 * NYU Abu Dhabi(纽约大学阿布扎克分校) Technology Innovation Institute(技术创新研究所)

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