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Massachusetts Institute of Technology(麻省理工学院)

共收录 2224
2511.09674 2025-11-14 physics.geo-ph cs.LG physics.data-an

Lithological Controls on the Permeability of Geologic Faults: Surrogate Modeling and Sensitivity Analysis

Hannah Lu, Lluıs Salo-Salgado, Ruben Juanes

机构 * Oden Institute for Computational Engineering and Sciences(奥登计算工程与科学研究所) The University of Texas at Austin(德克萨斯大学奥斯汀分校) Department of Earth and Planetary Sciences(地球与行星科学系) Harvard University(哈佛大学) Department of Civil and Environmental Engineering(土木与环境工程系) Massachusetts Institute of Technology(麻省理工学院) Department of Earth, Atmospheric, and Planetary Sciences(地球、大气与行星科学系)

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2511.08741 2025-11-14 cs.RO cs.SY eess.SY

ATOM-CBF: Adaptive Safe Perception-Based Control under Out-of-Distribution Measurements

Kai S. Yun, Navid Azizan

机构 * Massachusetts Institute of Technology(麻省理工学院)

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2410.08207 2025-11-14 cs.CV cs.LG

DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models

Xiaoxiao He, Quan Dao, Ligong Han, Song Wen, Minhao Bai, Di Liu, Han Zhang, Martin Renqiang Min, Felix Juefei-Xu, Chaowei Tan, Bo Liu, Kang Li, Hongdong Li, Junzhou Huang, Faez Ahmed, Akash Srivastava, Dimitris Metaxas

机构 * Rutgers University(新泽西罗格斯大学) MIT-IBM Watson AI Lab(MIT-IBM沃森人工智能实验室) Red Hat AI Innovation(红帽AI创新) Google DeepMind(谷歌DeepMind) NYU(纽约大学) Walmart Global Tech(沃尔玛全球技术) NEC Labs America(NEC美国实验室) Massachusetts Institute of Technology(麻省理工学院) ANU(澳大利亚国立大学) UT Arlington(德克萨斯大学阿灵顿分校)

Comments Project webpage: https://hexiaoxiao-cs.github.io/DICE/. This paper was accepted to CVPR 2025 but later desk-rejected post camera-ready, due to a withdrawal from ICLR made 14 days before reviewer assignment

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2509.02927 2025-11-13 cs.LG cond-mat.mtrl-sci

P-DRUM: Post-hoc Descriptor-based Residual Uncertainty Modeling for Machine Learning Potentials

Shih-Peng Huang, Nontawat Charoenphakdee, Yuta Tsuboi, Yong-Bin Zhuang, Wenwen Li

机构 * Massachusetts Institute of Technology(麻省理工学院) Preferred Networks

Comments Accepted to 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: Machine Learning and the Physical Sciences (ML4PS)

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2505.15311 2025-11-13 cs.LG cs.AI cs.CL

Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning

Yurun Yuan, Fan Chen, Zeyu Jia, Alexander Rakhlin, Tengyang Xie

机构 * UW-Madison(威斯康星大学麦迪逊分校) MIT(麻省理工学院)

Comments NeurIPS 2025

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2503.17482 2025-11-13 cs.LG cs.AI cs.CV cs.HC

What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models

Keyon Vafa, Sarah Bentley, Jon Kleinberg, Sendhil Mullainathan

机构 * Harvard University(哈佛大学) MIT(麻省理工学院) Cornell University(康奈尔大学)

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2511.08594 2025-11-13 cs.CL

Diverse Preference Learning for Capabilities and Alignment

Stewart Slocum, Asher Parker-Sartori, Dylan Hadfield-Menell

机构 * MIT CSAIL(麻省理工学院计算机科学与人工智能实验室)

Journal ref 13th International Conference on Learning Representations (ICLR 2025)

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2511.07699 2025-11-12 econ.GN cs.LG q-fin.EC

Misaligned by Design: Incentive Failures in Machine Learning

David Autor, Andrew Caplin, Daniel Martin, Philip Marx

机构 * Massachusetts Institute of Technology, Google Technology and Society Fellows program, and NBER(麻省理工学院、谷歌技术与社会 fellows 程序及国家经济研究局) New York University and NBER(纽约大学及国家经济研究局) University of California, Santa Barbara(加州大学圣塔芭芭拉分校) Louisiana State University(路易斯安那州立大学)

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2510.22026 2025-11-12 cs.LG cs.AI

Normalization in Attention Dynamics

Nikita Karagodin, Shu Ge, Yury Polyanskiy, Philippe Rigollet

机构 * Department of EECS, MIT(电子工程与计算机科学系,麻省理工学院) Department of Mathematics, MIT(数学系,麻省理工学院)

Comments 39th Conference on Neural Information Processing Systems (NeurIPS 2025), 23 pages

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2509.24047 2025-11-12 cs.LG cs.SY eess.SY math.OC

Optimism as Risk-Seeking in Multi-Agent Reinforcement Learning

Runyu Zhang, Na Li, Asuman Ozdaglar, Jeff Shamma, Gioele Zardini

机构 * Laboratory for Information & Decision Systems, Massachusetts Institute of Technology(信息与决策系统实验室,麻省理工学院) Harvard University(哈佛大学) University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校)

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2511.06618 2025-11-11 cs.AI cs.CL cs.LG cs.SE

GRAPH-GRPO-LEX: Contract Graph Modeling and Reinforcement Learning with Group Relative Policy Optimization

Moriya Dechtiar, Daniel Martin Katz, Mari Sundaresan, Sylvain Jaume, Hongming Wang

机构 * Harvard University(哈佛大学) Illinois Tech - Chicago Kent College of Law(伊利诺伊理工学院-芝加哥肯特法学院) CLTDS, Bucerius Law School(CLTDS,布塞里乌斯法学院) Yong Pung How School of Law, Singapore Management University(永丰何法学院,新加坡管理大学) CodeX - The Stanford Center for Legal Informatics, Stanford University(CodeX-斯坦福法律信息中心,斯坦福大学) Georgetown University(乔治城大学) Massachusetts Institute of Technology(麻省理工学院)

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2511.06522 2025-11-11 cs.AI cs.LG

FractalBench: Diagnosing Visual-Mathematical Reasoning Through Recursive Program Synthesis

Jan Ondras, Marek Šuppa

机构 * MIT(麻省理工学院) Comenius University in Bratislava(布拉迪斯拉发孔院大学)

Comments Accepted to The 5th Workshop on Mathematical Reasoning and AI at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025); 25 pages, 14 figures, 8 tables; Code available at https://github.com/NaiveNeuron/FractalBench

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2511.05542 2025-11-11 q-bio.NC cs.AI cs.CV cs.LG

ConnectomeBench: Can LLMs Proofread the Connectome?

Jeff Brown, Andrew Kirjner, Annika Vivekananthan, Ed Boyden

机构 * MIT(麻省理工学院) HHMI(霍华德·休斯医学研究所) McGovern Institute(麦戈文研究所) MIT Departments of Brain and Cognitive Sciences(麻省理工学院脑科学与认知科学系)

Comments To appear in NeurIPS 2025 Datasets and Benchmarks Track

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2502.06067 2025-11-11 stat.ML cs.LG stat.ME

Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Association

David R. Burt, Renato Berlinghieri, Stephen Bates, Tamara Broderick

机构 * MIT LIDS(麻省理工学院LIDS)

Comments The first two authors contributed equally; 39 pages, 14 figures

Journal ref NeurIPS 2025

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2511.06226 2025-11-11 cs.AI

ROAR: Robust Accident Recognition and Anticipation for Autonomous Driving

Xingcheng Liu, Yanchen Guan, Haicheng Liao, Zhengbing He, Zhenning Li

机构 * State Key Laboratory of Internet of Things for Smart City(物联网智能城市国家重点实验室) Department of Computer and Information Science(计算机与信息科学系) University of Macau(澳门大学) Senseable City Lab(可感知城市实验室) Massachusetts Institute of Technology(麻省理工学院)

Comments Published to Accident Analysis and Prevention

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2511.06201 2025-11-11 cs.CV cs.HC

Scene-Aware Urban Design: A Human-AI Recommendation Framework Using Co-Occurrence Embeddings and Vision-Language Models

Rodrigo Gallardo, Oz Fishman, Alexander Htet Kyaw

机构 * Department of Architecture(建筑系) Department of EECS(电子工程与计算机科学系) Massachusetts Institute of Technology(麻省理工学院)

Comments Accepted to NEURIPS 2025 Creative AI Track

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2511.06164 2025-11-11 cs.LG

Learning Gaussian DAG Models without Condition Number Bounds

Constantinos Daskalakis, Vardis Kandiros, Rui Yao

机构 * EECS Department MIT(MIT电子工程与计算机科学系) Data Science Institute Columbia University(哥伦比亚大学数据科学研究所)

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2511.05785 2025-11-11 cs.RO

A Unified Stochastic Mechanism Underlying Collective Behavior in Ants, Physical Systems, and Robotic Swarms

Lianhao Yin, Haiping Yu, Pascal Spino, Daniela Rus

机构 * Computer Science and Artificial Intelligence Laboratory, MIT, MA, US(麻省理工学院计算机科学与人工智能实验室) The International Institute for Industrial Environmental Economics, Lund University, Sweden(隆德大学国际工业环境经济研究所)

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2511.05495 2025-11-11 cs.IR cs.AI

IMDMR: An Intelligent Multi-Dimensional Memory Retrieval System for Enhanced Conversational AI

Tejas Pawar, Sarika Patil, Om Tilekar, Rushikesh Janwade, Vaibhav Helambe

机构 * University of Delaware(德克萨斯大学) MIT-World(麻省理工世界) IIT Bhubaneswar(比哈尔理工大学) IIT Palakkad(帕拉卡德理工学院)

Comments 28 pages, 8 figures, submitted to arXiv for open access publication

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2505.24838 2025-11-11 cs.CV cs.AI

VideoCAD: A Dataset and Model for Learning Long-Horizon 3D CAD UI Interactions from Video

Brandon Man, Ghadi Nehme, Md Ferdous Alam, Faez Ahmed

机构 * Massachusetts Institute of Technology(麻省理工学院)

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2312.00292 2025-07-08 cs.CL

SEPSIS: I Can Catch Your Lies -- A New Paradigm for Deception Detection

Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit Sheth, Amitava Das

机构 * Massachusetts Institute of Technology(麻省理工学院) IIT Gandhinagar, India(印度加尔各答理工学院) Politecnico di Milano, Italy(意大利米兰理工大学) DTU, India(印度技术大学) Stanford University, USA(斯坦福大学) Amazon AI, USA(亚马逊人工智能) University of South Carolina, USA(南卡罗来纳大学)

Comments ACL SRW 2025

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2507.04140 2025-07-08 cs.RO cs.SY eess.SY

Learning Humanoid Arm Motion via Centroidal Momentum Regularized Multi-Agent Reinforcement Learning

Ho Jae Lee, Se Hwan Jeon, Sangbae Kim

机构 * Department of Mechanical Engineering, Massachusetts Institute of Technology(机械工程系,麻省理工学院)

Comments 8 pages, 10 figures

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2507.03839 2025-07-08 cs.AI cs.GR

Participatory Evolution of Artificial Life Systems via Semantic Feedback

Shuowen Li, Kexin Wang, Minglu Fang, Danqi Huang, Ali Asadipour, Haipeng Mi, Yitong Sun

机构 * Tsinghua University(清华大学) MIT CSAIL(麻省理工学院计算机科学与人工智能实验室) China Academy of Art(中国美术学院) Royal College of Art, Computer Science Research Centre(皇家艺术学院计算机科学研究中心)

Comments 10 pages

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2505.13860 2025-07-08 cs.CV cs.AI

Domain Adaptation of VLM for Soccer Video Understanding

Tiancheng Jiang, Henry Wang, Md Sirajus Salekin, Parmida Atighehchian, Shinan Zhang

机构 * Massachusetts Institute of Technology(麻省理工学院) Amazon Web Services(亚马逊网络服务)

Comments 8 pages, 5 figures, accepted to the 11th IEEE International Workshop on Computer Vision in Sports (CVSports) at CVPR 2025; supplementary appendix included

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2410.02101 2025-07-08 cs.CV cs.LG

Symmetry-Robust 3D Orientation Estimation

Christopher Scarvelis, David Benhaim, Paul Zhang

机构 * MIT CSAIL

Comments ICML 2025

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2403.08055 2025-07-08 cs.LG cs.CE physics.flu-dyn

DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Prediction

Mohamed Elrefaie, Angela Dai, Faez Ahmed

机构 * Massachusetts Institute of Technology(麻省理工学院) Technical University of Munich(慕尼黑技术大学) Department of Mechanical Engineering(机械工程系) Department of Computer Science(计算机科学系)

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2301.03802 2025-07-08 cs.LG

Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Network

Baichuan Mo, Qing Yi Wang, Xiaotong Guo, Matthias Winkenbach, Jinhua Zhao

机构 * Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139(土木与环境工程系,麻省理工学院,剑桥,马萨诸塞州,02139) Center for Transportation and Logistics, Massachusetts Institute of Technology, Cambridge, MA 20139(交通运输与物流中心,麻省理工学院,剑桥,马萨诸塞州,20139) Department of Urban Studies and Planning, Massachusetts Institute of Technology, Cambridge, MA 20139(城市研究与规划系,麻省理工学院,剑桥,马萨诸塞州,20139)

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2205.13532 2025-07-08 cs.LG stat.ML

Selective Prediction via Training Dynamics

Stephan Rabanser, Anvith Thudi, Kimia Hamidieh, Adam Dziedzic, Israfil Bahceci, Akram Bin Sediq, Hamza Sokun, Nicolas Papernot

机构 * University of Toronto & Vector Institute(多伦多大学及向量研究所) Massachusetts Institute of Technology(麻省理工学院) CISPA Helmholtz Center for Information Security(CISPA海德堡信息安全中心) Ericsson(爱立信)

Comments Published in Transactions on Machine Learning Research (TMLR)

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2405.09605 2025-07-08 cs.CL cs.AI cs.LG

Elements of World Knowledge (EWoK): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language Models

Anna A. Ivanova, Aalok Sathe, Benjamin Lipkin, Unnathi Kumar, Setayesh Radkani, Thomas H. Clark, Carina Kauf, Jennifer Hu, R. T. Pramod, Gabriel Grand, Vivian Paulun, Maria Ryskina, Ekin Akyürek, Ethan Wilcox, Nafisa Rashid, Leshem Choshen, Roger Levy, Evelina Fedorenko, Joshua Tenenbaum, Jacob Andreas

机构 * Georgia Tech(佐治亚理工学院) Johns Hopkins University(约翰霍普金斯大学) UC Berkeley(加州大学伯克利分校) Brown University(布朗大学) Vector Institute(向量研究所) MIT-IBM Watson AI(MIT-IBM沃森人工智能实验室) MIT(麻省理工学院) Georgetown University(乔治城大学)

Comments Accepted to Transactions of the ACL (TACL). Contains 25 pages (14 main), 6 figures. Visit http://ewok-core.github.io for data and code. Authors Anna Ivanova, Aalok Sathe, Benjamin Lipkin contributed equally

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2507.02550 2025-07-04 cs.LG cs.AI

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)

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