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Harvard University(哈佛大学)

共收录 1311
2505.08792 2025-05-15 cs.LG cs.CY

A Preliminary Framework for Intersectionality in ML Pipelines

Michelle Nashla Turcios, Alicia E. Boyd, Angela D. R. Smith, Brittany Johnson

机构 * Harvard University(哈佛大学) Yale University(耶鲁大学) University of Texas at Austin(德克萨斯大学奥斯汀分校) George Mason University(乔治·马歇尔大学)

Comments Accepted for the 1st International Intersectionality and Software Engineering Workshop, colocated with FSE 2025

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2503.24293 2025-05-15 cs.CL

Is analogy enough to draw novel adjective-noun inferences?

Hayley Ross, Kathryn Davidson, Najoung Kim

机构 * Harvard University(哈佛大学) Boston University(波士顿大学)

Comments 9 pages (17 pages with appendix). Accepted to SCiL 2025

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2404.02171 2025-05-15 physics.bio-ph cs.LG cs.RO

Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning

Lucas Amoudruz, Sergey Litvinov, Petros Koumoutsakos

机构 * School of Engineering and Applied Sciences, Harvard University(工程与应用科学学院,哈佛大学)

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2311.06456 2025-05-15 cs.LG

Advancing Drug Discovery with Enhanced Chemical Understanding via Asymmetric Contrastive Multimodal Learning

Yifei Wang, Yunrui Li, Lin Liu, Pengyu Hong, Hao Xu

机构 * Brandeis University(布兰迪斯大学) Stanford University(斯坦福大学) Northeastern University(东北大学) Harvard Medical School(哈佛医学院)

Comments 51 pages, 19 figures, 11 tables

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2505.07367 2025-05-13 cs.LG math.ST stat.ME stat.ML stat.TH

Generalization Bounds and Stopping Rules for Learning with Self-Selected Data

Julian Rodemann, James Bailie

机构 * Department of Statistics Ludwig-Maximilians-Universität München(慕尼黑大学统计系) Department of Statistics Harvard University(哈佛大学统计系)

Comments 38 pages, 4 figures

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2502.01057 2025-05-13 eess.IV cs.AI

FetDTIAlign: A Deep Learning Framework for Affine and Deformable Registration of Fetal Brain dMRI

Bo Li, Qi Zeng, Simon K. Warfield, Davood Karimi

机构 * Department of Radiology, Boston Children’s Hospital, and Harvard Medical School(放射科、波士顿儿童医院和哈佛医学院)

Comments Under review. NeuroImage, 2025

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2505.06811 2025-05-13 eess.IV cs.CV

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods

Tan-Hanh Pham, Ovidiu C. Andronesi, Xianqi Li, Kim-Doang Nguyen

机构 * Florida Institute of Technology(佛罗里达理工学院) Massachusetts General Hospital, Harvard Medical School, USA(麻省总医院、哈佛医学院、美国) A. A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, USA(A.A. Martinos生物医学成像中心、放射科、麻省总医院、哈佛医学院、美国) Department of Mathematics and Systems Engineering, Florida Institute of Technology, USA(数学与系统工程系、佛罗里达理工学院、美国) Department of Mechanical and Civil Engineering, Florida Institute of Technology, USA(机械与土木工程系、佛罗里达理工学院、美国)

Comments 8 pages

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2505.00228 2025-05-13 eess.IV cs.CV

ReXGradient-160K: A Large-Scale Publicly Available Dataset of Chest Radiographs with Free-text Reports

Xiaoman Zhang, Julián N. Acosta, Josh Miller, Ouwen Huang, Pranav Rajpurkar

机构 * Harvard Medical School(哈佛医学院) Gradient Health Department of Statistical Science, Duke University(杜克大学统计科学系) Laplace Institute(Laplace研究所)

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2504.14379 2025-05-13 cs.AI cs.LG

The Geometry of Self-Verification in a Task-Specific Reasoning Model

Andrew Lee, Lihao Sun, Chris Wendler, Fernanda Viégas, Martin Wattenberg

机构 * Harvard University(哈佛大学) University of Chicago(芝加哥大学) Northeastern University(东北大学) Google DeepMind(谷歌DeepMind)

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2503.09085 2025-05-13 q-bio.BM cs.LG q-bio.QM

Differentiable Folding for Nearest Neighbor Model Optimization

Ryan K. Krueger, Sharon Aviran, David H. Mathews, Jeffrey Zuber, Max Ward

机构 * School of Engineering and Applied Sciences(工程与应用科学学院) Harvard University(哈佛大学) Department of Biomedical Engineering and Genome Center(生物医学工程与基因组中心) University of California, Davis(加州大学戴维斯分校) Department of Biochemistry and Biophysics and Center for RNA Biology(生物化学与生物物理学系和RNA生物学中心) University of the Rochester Medical Center(罗切斯特医学中心) Department of Computer Science and Software Engineering(计算机科学与软件工程系) The University of Western Australia(西澳大学)

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2406.16689 2025-05-13 cs.LG cond-mat.dis-nn cond-mat.stat-mech stat.ML

Coding schemes in neural networks learning classification tasks

Alexander van Meegen, Haim Sompolinsky

机构 * Center for Brain Science, Harvard University(哈佛大学脑科学中心) Edmond and Lily Safra Center for Brain Sciences, Hebrew University(希伯来大学埃德蒙和莉莉·萨弗脑科学中心)

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2401.02940 2025-05-12 quant-ph cs.LG

Digital-analog quantum learning on Rydberg atom arrays

Jonathan Z. Lu, Lucy Jiao, Kristina Wolinski, Milan Kornjača, Hong-Ye Hu, Sergio Cantu, Fangli Liu, Susanne F. Yelin, Sheng-Tao Wang

机构 * Department of Mathematics, MIT(麻省理工学院数学系) Department of Physics, Harvard University(哈佛大学物理系) QuEra Computing Inc.(QuEra计算公司)

Comments 23 pages, 22 figures. Version 2 for Quantum Science and Technology: https://iopscience.iop.org/article/10.1088/2058-9565/ad9177

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2406.17746 2025-05-09 cs.CL cs.AI

Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon

USVSN Sai Prashanth, Alvin Deng, Kyle O'Brien, Jyothir S, Mohammad Aflah Khan, Jaydeep Borkar, Christopher A. Choquette-Choo, Jacob Ray Fuehne, Stella Biderman, Tracy Ke, Katherine Lee, Naomi Saphra

机构 * EleutherAI Microsoft(微软) New York University(纽约大学) DatologyAI Northeastern University(东北大学) MPI-SWS IIIT Delhi(德里印度理工学院) Google DeepMind(谷歌DeepMind) University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) Harvard University(哈佛大学) Kempner Institute(Kempner研究所)

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2309.04522 2025-05-09 cs.LG cond-mat.dis-nn cs.AI

Connecting NTK and NNGP: A Unified Theoretical Framework for Wide Neural Network Learning Dynamics

Yehonatan Avidan, Qianyi Li, Haim Sompolinsky

机构 * Racah Institute of Physics, The Hebrew University of Jerusalem(拉卡物理研究所,耶路撒冷希伯来大学) Edmond and Lily Safra Center for Brain Sciences, Hebrew University(埃德蒙和莉莉·萨弗拉脑科学中心,希伯来大学) The Biophysics Program, Harvard University(哈佛大学生物物理项目) Center for Brain Science, Harvard University(哈佛大学脑科学中心)

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2303.12484 2025-05-09 cs.CV cs.AI

Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions

Cheng Jin, Zhengrui Guo, Yi Lin, Luyang Luo, Hao Chen

机构 * The Hong Kong University of Science and Technology(香港理工大学) Weill Cornell Medicine(韦尔·科恩医学中心) Harvard University(哈佛大学)

Comments Under Review

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2505.03977 2025-05-08 cs.LG cs.NE

Call for Action: towards the next generation of symbolic regression benchmark

Guilherme S. Imai Aldeia, Hengzhe Zhang, Geoffrey Bomarito, Miles Cranmer, Alcides Fonseca, Bogdan Burlacu, William G. La Cava, Fabrício Olivetti de França

机构 * Federal University of ABC(巴西圣安东尼奥联邦大学) Victoria University of Wellington(惠灵顿维多利亚大学) NASA Langley Research Center(美国兰利研究中心) University of Cambridge(剑桥大学) LASIGE, Faculdade de Ciências da Universidade de Lisboa(里斯本大学科学学院LASIGE) University of Applied Sciences Upper Austria(上奥地利应用科学大学) Computational Health Informatics Program(计算健康信息学项目) Harvard Medical School(哈佛医学院)

Comments 10 pages, 4 figures, 3 tables, accepted in Genetic and Evolutionary Computation Conference (GECCO '25) Symbolic Regression Workshop

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2103.05464 2025-05-07 math.OC cs.RO cs.SY eess.SP eess.SY

Characterizing Trust and Resilience in Distributed Consensus for Cyberphysical Systems

Michal Yemini, Angelia Nedić, Andrea Goldsmith, Stephanie Gil

机构 * Department of Electrical and Computer Engineering, Princeton University(普林斯顿大学电气工程与计算机科学系) School of Electrical, Computer and Energy Engineering, Arizona State University(亚利桑那州立大学电气、计算机与能源工程学院) Computer Science Department at the School of Engineering and Applied Sciences, Harvard University(哈佛大学工程与应用科学学院计算机科学系)

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2505.03156 2025-05-07 cs.IT cs.AI math.IT

Soft Best-of-n Sampling for Model Alignment

Claudio Mayrink Verdun, Alex Oesterling, Himabindu Lakkaraju, Flavio P. Calmon

机构 * Harvard University(哈佛大学) Harvard Business School(哈佛商学院)

Comments Accepted for presentation at the 2025 IEEE International Symposium on Information Theory (ISIT 2025)

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2503.05153 2025-05-06 cs.RO cs.AI cs.LG

Generative Trajectory Stitching through Diffusion Composition

Yunhao Luo, Utkarsh A. Mishra, Yilun Du, Danfei Xu

机构 * Georgia Tech(佐治亚理工学院) Harvard University(哈佛大学)

Comments Project page: https://comp-diffuser.github.io/

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2407.02329 2025-05-06 cs.CV

MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis

Dewei Zhou, You Li, Fan Ma, Zongxin Yang, Yi Yang

机构 * ReLER, CCAI, Zhejiang University(ReLER、CCAI、浙江大学) DBMI, HMS, Harvard University(DBMI、HMS、哈佛大学)

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2501.00070 2025-05-05 cs.CL cs.AI cs.LG

ICLR: In-Context Learning of Representations

Core Francisco Park, Andrew Lee, Ekdeep Singh Lubana, Yongyi Yang, Maya Okawa, Kento Nishi, Martin Wattenberg, Hidenori Tanaka

机构 * CBS-NTT Program in Physics of Intelligence, Harvard University(哈佛大学物理智能联合项目) Department of Physics, Harvard University(哈佛大学物理系) Physics & Informatics Lab, NTT Research Inc.(NTT研究公司物理与信息学实验室) SEAS, Harvard University(哈佛大学科学与工程学院) CSE, University of Michigan, Ann Arbor(密歇根大学安娜堡分校计算机科学系)

Comments ICLR 2025

Journal ref International Conference on Learning Representations, 2025

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2412.01003 2025-05-05 cs.LG cs.CL

Competition Dynamics Shape Algorithmic Phases of In-Context Learning

Core Francisco Park, Ekdeep Singh Lubana, Itamar Pres, Hidenori Tanaka

机构 * Harvard University(哈佛大学) NTT Research, Inc.(NTT研究公司) University of Michigan, Ann Arbor(密歇根大学安阿伯分校)

Comments ICLR 2025 Spotlight

Journal ref International Conference on Learning Representations, 2025

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2505.00133 2025-05-02 eess.IV cs.CV

Efficient and robust 3D blind harmonization for large domain gaps

Hwihun Jeong, Hayeon Lee, Se Young Chun, Jongho Lee

机构 * Department of ECE(电子工程系) INMC & IPAI(智能纳米材料与应用研究所) Seoul National University(首尔国立大学) BWH, Harvard Medical School(布莱根和妇产科医院,哈佛医学院)

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2411.15388 2025-05-01 cs.CV cs.LG eess.IV

A Contrast-Agnostic Method for Ultra-High Resolution Claustrum Segmentation

Chiara Mauri, Ryan Fritz, Jocelyn Mora, Benjamin Billot, Juan Eugenio Iglesias, Koen Van Leemput, Jean Augustinack, Douglas N Greve

机构 * Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA(放射科,Athinoula A. Martinos生物医学成像中心,麻省总医院,查尔斯顿,马萨诸塞州,美国) Department of Radiology, Harvard Medical School, Boston, MA USA(放射科,哈佛医学院,波士顿,马萨诸塞州,美国) MIT Computer Science & Artificial Intelligence Laboratory, Cambridge, MA USA(麻省理工学院计算机科学与人工智能实验室,剑桥,马萨诸塞州,美国) Epione team, Inria, Sophia Antipolis, France(Epione团队,Inria,索菲亚安蒂波利斯,法国) UCL Centre for Medical Image Computing, London, United Kingdom(伦敦大学学院医学图像计算中心,伦敦,英国) Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland(神经科学与生物医学工程系,阿alto大学,埃斯波,芬兰) Department of Computer Science, Aalto University, Espoo, Finland(计算机科学系,阿alto大学,埃斯波,芬兰)

Comments 20 pages, 15 figures, 3 tables

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2409.09894 2025-05-01 cs.LG econ.EM stat.ME stat.ML

Estimating Wage Disparities Using Foundation Models

Keyon Vafa, Susan Athey, David M. Blei

机构 * Harvard University(哈佛大学) Stanford University(斯坦福大学) Columbia University(哥伦比亚大学)

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2406.09495 2025-05-01 cs.LG cs.AI

FADE: Towards Fairness-aware Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models

Yujie Lin, Dong Li, Minglai Shao, Guihong Wan, Chen Zhao

机构 * School of New Media and Communication, Tianjin University(天津大学新媒体与传播学院) School of Informatics, Xiamen University(厦门大学信息学院) Department of Computer Science, Baylor University(贝勒大学计算机科学系) Departments of Biostatistics and Epidemiology, Harvard University(哈佛大学生物统计学与流行病学系)

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2504.20995 2025-04-30 cs.CV cs.RO

TesserAct: Learning 4D Embodied World Models

Haoyu Zhen, Qiao Sun, Hongxin Zhang, Junyan Li, Siyuan Zhou, Yilun Du, Chuang Gan

机构 * UMass Amherst(马萨诸塞大学阿默斯特分校) HKUST(香港科技大学) Harvard University(哈佛大学)

Comments Project Page: https://tesseractworld.github.io/

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2504.20854 2025-04-30 cs.NI cs.AI cs.DC cs.SY eess.SY

Towards Easy and Realistic Network Infrastructure Testing for Large-scale Machine Learning

Jinsun Yoo, ChonLam Lao, Lianjie Cao, Bob Lantz, Minlan Yu, Tushar Krishna, Puneet Sharma

机构 * Georgia Institute of Technology(佐治亚理工学院) Harvard University(哈佛大学) Hewlett Packard Labs(惠普实验室)

Comments Presented as a poster in NSDI 25

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2504.18851 2025-04-29 cs.CL

When2Call: When (not) to Call Tools

Hayley Ross, Ameya Sunil Mahabaleshwarkar, Yoshi Suhara

机构 * Harvard University(哈佛大学) NVIDIA(NVIDIA公司)

Comments NAACL 2025

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2502.02772 2025-04-29 cs.RO cs.AI cs.HC

Cross-modality Force and Language Embeddings for Natural Human-Robot Communication

Ravi Tejwani, Karl Velazquez, John Payne, Paolo Bonato, Harry Asada

机构 * Electrical Engineering and Computer Science Massachusetts Institute of Technology(电气工程与计算机科学麻省理工学院) Department of Physical Medicine, Harvard Medical School Rehabilitation, Spaulding Rehabilitation Hospital(物理医学系哈佛医学院康复科,斯波尔丁康复医院) Mechanical Engineering Massachusetts Institute of Technology(机械工程麻省理工学院)

Comments Under review in RSS 2025

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