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Johns Hopkins University(约翰斯·霍普金斯大学)

共收录 1189
2505.12545 2025-05-22 cs.CL

Towards Reliable and Interpretable Traffic Crash Pattern Prediction and Safety Interventions Using Customized Large Language Models

Yang Zhao, Pu Wang, Yibo Zhao, Hongru Du, Hao Frank Yang

机构 * Center for Systems Science and Engineering(系统科学与工程中心) Johns Hopkins University(约翰霍普金斯大学)

Comments Last revised 13 Feb 2025. Under review in Nature portfolio

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2505.14963 2025-05-22 cs.CL

MedBrowseComp: Benchmarking Medical Deep Research and Computer Use

Shan Chen, Pedro Moreira, Yuxin Xiao, Sam Schmidgall, Jeremy Warner, Hugo Aerts, Thomas Hartvigsen, Jack Gallifant, Danielle S. Bitterman

机构 * Harvard(哈佛大学) Mass General Brigham(麻省总医院) Boston Children’s Hospital(波士顿儿童医院) MIT(麻省理工学院) Universitat Pompeu Fabra(庞培法华大学) Johns Hopkins University(约翰霍普金斯大学) Brown University(布朗大学) Maastricht University(马斯特里赫特大学) University of Virginia(弗吉尼亚大学)

Comments You can visit our project page at: https://moreirap12.github.io/mbc-browse-app/

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2402.01172 2025-05-22 cs.CL cs.SD eess.AS

Streaming Sequence Transduction through Dynamic Compression

Weiting Tan, Yunmo Chen, Tongfei Chen, Guanghui Qin, Haoran Xu, Heidi C. Zhang, Benjamin Van Durme, Philipp Koehn

机构 * Johns Hopkins University(约翰霍普金斯大学) Microsoft(微软) Stanford University(斯坦福大学)

Comments IWSLT 2025

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2505.14687 2025-05-21 cs.CV

Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers

Sucheng Ren, Qihang Yu, Ju He, Alan Yuille, Liang-Chieh Chen

机构 * Johns Hopkins University(约翰霍普金斯大学)

Comments Project website at oliverrensu.github.io/project/GRAT

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2505.14648 2025-05-21 cs.SD eess.AS

Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits

Tiantian Feng, Jihwan Lee, Anfeng Xu, Yoonjeong Lee, Thanathai Lertpetchpun, Xuan Shi, Helin Wang, Thomas Thebaud, Laureano Moro-Velazquez, Dani Byrd, Najim Dehak, Shrikanth Narayanan

机构 * University of Southern California(美国南加州大学) Johns Hopkins University(约翰霍普金斯大学)

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2505.14560 2025-05-21 eess.IV cs.CV

Neural Inverse Scattering with Score-based Regularization

Yuan Gao, Wenhan Guo, Yu Sun

机构 * Johns Hopkins University(约翰霍普金斯大学) Pomona College(普莫纳学院)

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2505.14432 2025-05-21 cs.IR cs.CL

Rank-K: Test-Time Reasoning for Listwise Reranking

Eugene Yang, Andrew Yates, Kathryn Ricci, Orion Weller, Vivek Chari, Benjamin Van Durme, Dawn Lawrie

机构 * Johns Hopkins University(约翰霍普金斯大学)

Comments 15 pages, 4 figures

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2505.12138 2025-05-20 cs.LG stat.ML

Transformer learns the cross-task prior and regularization for in-context learning

Fei Lu, Yue Yu

机构 * Department of Mathematics, Johns Hopkins University(约翰霍普金斯大学数学系) Department of Mathematics, Lehigh University(莱斯大学数学系)

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2505.11838 2025-05-20 cs.CV

RVTBench: A Benchmark for Visual Reasoning Tasks

Yiqing Shen, Chenjia Li, Chenxiao Fan, Mathias Unberath

机构 * Johns Hopkins University(约翰霍普金斯大学)

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2505.11664 2025-05-20 cs.LG math.OC stat.ML

A Local Polyak-Lojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models

Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, Rene Vidal

机构 * Center for Innovation in Data Engineering and Science (IDEAS) Department of Statistics and Data Science, the Wharton School University of Pennsylvania(创新数据工程与科学中心(IDEAS)统计与数据科学系,沃顿商学院,宾夕法尼亚大学) Center for Innovation in Data Engineering and Science (IDEAS) University of Pennsylvania(创新数据工程与科学中心(IDEAS)宾夕法尼亚大学) Center for Innovation in Data Engineering and Science (IDEAS) Graduate Group in Applied Mathematics and Computational Science University of Pennsylvania(创新数据工程与科学中心(IDEAS)应用数学与计算科学研究生组,宾夕法尼亚大学) Mathematical Institute for Data Science (MINDS) Department of Electrical and Computer Engineering Johns Hopkins University(数据科学数学研究所(MINDS)电气与计算机工程系,约翰霍普金斯大学) Department of Electrical and Systems Engineering(电气与系统工程系;放射学系,宾夕法尼亚大学) Department of Radiology University of Pennsylvania

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2410.00168 2025-05-20 cs.CL cs.SD eess.AS

SSR: Alignment-Aware Modality Connector for Speech Language Models

Weiting Tan, Hirofumi Inaguma, Ning Dong, Paden Tomasello, Xutai Ma

机构 * Johns Hopkins University(约翰霍普金斯大学) Meta AI Research(Meta AI研究)

Comments IWSLT 2025

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2311.07564 2025-05-19 cs.CL cs.LG

Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?

Cristina Aggazzotti, Nicholas Andrews, Elizabeth Allyn Smith

机构 * Johns Hopkins University(约翰霍普金斯大学) Université du Québec à Montréal(魁北克大学蒙特利尔分校)

Comments Published in Transactions of the Association for Computational Linguistics; 1st revision includes additional experiments and evaluations; 2nd revision includes minor tweak to TFIDF table numbers

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2505.11142 2025-05-19 cs.RO cs.CV

Open-Source Multi-Viewpoint Surgical Telerobotics

Guido Caccianiga, Yarden Sharon, Bernard Javot, Senya Polikovsky, Gökce Ergün, Ivan Capobianco, André L. Mihaljevic, Anton Deguet, Katherine J. Kuchenbecker

机构 * Haptic Intelligence Department(人机交互智能部门) Optics and Sensing Laboratory, Max Planck Institute for Intelligent Systems(光学与感知实验室,智能系统马克斯·普朗克研究所) Department of General, Visceral and Transplant Surgery, University Hospital Tübingen(普通外科、 visceral外科和移植外科部门,图宾根大学医院) Laboratory for Computational Sensing and Robotics (LCSR) Johns Hopkins University(计算感知与机器人实验室(LCSR)约翰霍普金斯大学)

Comments 2 pages, 2 figures, ICRA-RAMI workshop long abstract

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2505.11014 2025-05-19 stat.ME cs.LG econ.EM

A Cautionary Tale on Integrating Studies with Disparate Outcome Measures for Causal Inference

Harsh Parikh, Trang Quynh Nguyen, Elizabeth A. Stuart, Kara E. Rudolph, Caleb H. Miles

机构 * Yale University(耶鲁大学) Johns Hopkins University(约翰霍普金斯大学) Columbia University(哥伦比亚大学)

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2505.09819 2025-05-19 cs.HC cs.CV cs.LG cs.SY eess.SY

Visual Feedback of Pattern Separability Improves Myoelectric Decoding Performance of Upper Limb Prostheses

Ruichen Yang, György M. Lévay, Christopher L. Hunt, Dániel Czeiner, Megan C. Hodgson, Damini Agarwal, Rahul R. Kaliki, Nitish V. Thakor

机构 * Department of Electrical Engineering, The Johns Hopkins University(电气工程系,约翰霍普金斯大学) Infinite Biomedical Technologies, LLC.(无限生物医学技术公司)

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2401.14512 2025-05-19 stat.ME cs.CY cs.LG stat.AP

Who Are We Missing? A Principled Approach to Characterizing the Underrepresented Population

Harsh Parikh, Rachael Ross, Elizabeth Stuart, Kara Rudolph

机构 * Department of Biostatistics, Johns Hopkins University(生物统计学系,约翰·霍普金斯大学) Department of Epidemiology, Columbia University(流行病学系,哥伦比亚大学)

Comments MOUD Analysis Included

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2501.01002 2025-05-16 cs.LG math.OC

Multi-Objective Optimization-Based Anonymization of Structured Data for Machine Learning Application

Yusi Wei, Hande Y. Benson, Joseph K. Agor, Muge Capan

机构 * Johns Hopkins University Applied Physics Laboratory(约翰霍普金斯大学应用物理实验室)

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2409.14074 2025-05-16 cs.CL cs.SD eess.AS

MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder

Khai Le-Duc, Phuc Phan, Tan-Hanh Pham, Bach Phan Tat, Minh-Huong Ngo, Chris Ngo, Thanh Nguyen-Tang, Truong-Son Hy

机构 * University of Toronto(多伦多大学) University Health Network(大学健康网络) Knovel Engineering Lab(Knovel工程实验室) FPT University(佛邦大学) Florida Institute of Technology(佛罗里达技术学院) KU Leuven(鲁文大学) VNU University of Engineering and Technology(越南工程与技术大学) Johns Hopkins University(约翰霍普金斯大学) University of Alabama at Birmingham(阿拉巴马大学伯明翰分校)

Comments ACL 2025, 38 pages

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2505.09323 2025-05-15 eess.IV cs.CV

Q-space Guided Collaborative Attention Translation Network for Flexible Diffusion-Weighted Images Synthesis

Pengli Zhu, Yingji Fu, Nanguang Chen, Anqi Qiu

机构 * Department of Health Technology and Informatics, Hong Kong Polytechnic University(香港理工大学健康科技与信息技术系) Department of Biomedical Engineering, National University of Singapore(新加坡国立大学生物医学工程系) Department of Biomedical Engineering, The Johns Hopkins University(约翰霍普金斯大学生物医学工程系)

Comments MICCAI 2025

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2505.08854 2025-05-15 cs.CV cs.AI cs.RO

Generative AI for Autonomous Driving: Frontiers and Opportunities

Yuping Wang, Shuo Xing, Cui Can, Renjie Li, Hongyuan Hua, Kexin Tian, Zhaobin Mo, Xiangbo Gao, Keshu Wu, Sulong Zhou, Hengxu You, Juntong Peng, Junge Zhang, Zehao Wang, Rui Song, Mingxuan Yan, Walter Zimmer, Xingcheng Zhou, Peiran Li, Zhaohan Lu, Chia-Ju Chen, Yue Huang, Ryan A. Rossi, Lichao Sun, Hongkai Yu, Zhiwen Fan, Frank Hao Yang, Yuhao Kang, Ross Greer, Chenxi Liu, Eun Hak Lee, Xuan Di, Xinyue Ye, Liu Ren, Alois Knoll, Xiaopeng Li, Shuiwang Ji, Masayoshi Tomizuka, Marco Pavone, Tianbao Yang, Jing Du, Ming-Hsuan Yang, Hua Wei, Ziran Wang, Yang Zhou, Jiachen Li, Zhengzhong Tu

机构 * Texas A&M University(德克萨斯农工大学) University of California, Riverside(加州大学河滨分校) University of Michigan(密歇根大学) Purdue University(普渡大学) Columbia University(哥伦比亚大学) University of Florida(佛罗里达大学) Technische Universität München(慕尼黑技术大学) University of Wisconsin-Madison(威斯康星大学麦迪逊分校) University of Texas at Austin(德克萨斯大学奥斯汀分校) University of Notre Dame(诺特丹大学) Adobe Research(Adobe研究) Lehigh University(莱斯利大学) Cleveland State University(克利夫兰州立大学) Johns Hopkins University(约翰霍普金斯大学) University of California, Merced(加州大学默塞德分校) University of Utah(犹他大学) Texas A&M Transportation Institute(德克萨斯农工大学交通研究所) Bosch Research North America(博世北美研究) Bosch Center for Artificial Intelligence (BCAI)(博世人工智能中心) University of California, Berkeley(加州大学伯克利分校) Stanford University(斯坦福大学) NVIDIA(英伟达) Arizona State University(亚利桑那州立大学)

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2505.07070 2025-05-13 cs.LG cond-mat.dis-nn stat.ML

Scaling Laws and Representation Learning in Simple Hierarchical Languages: Transformers vs. Convolutional Architectures

Francesco Cagnetta, Alessandro Favero, Antonio Sclocchi, Matthieu Wyart

机构 * Scuola Internazionale Superiore di Studi Avanzati (SISSA)(国际先进研究学院(SISSA)) Institute of Physics, École polytechnique fédérale de Lausanne (EPFL)(洛桑联邦理工学院物理研究所) University College London(伦敦大学学院) Johns Hopkins University(约翰霍普金斯大学)

Comments 14 pages, 8 figures

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2505.06756 2025-05-13 stat.ML cs.LG stat.CO

Out-of-Sample Embedding with Proximity Data: Projection versus Restricted Reconstruction

Michael W. Trosset, Kaiyi Tan, Minh Tang, Carey E. Priebe

机构 * Department of Statistics, Indiana University(统计学系,印第安纳大学) Department of Statistics, North Carolina State University(统计学系,北卡罗来纳州立大学) Department of Applied Mathematics & Statistics, Johns Hopkins University(应用数学与统计学系,约翰霍普金斯大学)

Comments 19 pages, 2 figures

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2505.06633 2025-05-13 cs.CL cs.LG

Attention Is Not All You Need: The Importance of Feedforward Networks in Transformer Models

Isaac Gerber

机构 * Johns Hopkins University(约翰霍普金斯大学)

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2505.00825 2025-05-13 cs.RO cs.SY eess.SY

Near-optimal Sensor Placement for Detecting Stochastic Target Trajectories in Barrier Coverage Systems

Mingyu Kim, Daniel J. Stilwell, Harun Yetkin, Jorge Jimenez

机构 * Electrical and Computer Engineering, Virginia Polytechnic Institute and State University(电气与计算机工程系,弗吉尼亚理工大学) Johns Hopkins University Applied Physics Laboratory(约翰·霍普金斯大学应用物理实验室)

Comments This work is published in IEEE SysCon 2025

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2312.02156 2025-05-13 cs.CV cs.AI

Latent Feature-Guided Diffusion Models for Shadow Removal

Kangfu Mei, Luis Figueroa, Zhe Lin, Zhihong Ding, Scott Cohen, Vishal M. Patel

机构 * Johns Hopkins University(约翰霍普金斯大学) Adobe Research(Adobe研究)

Comments project page see https://kfmei.com/shadow-diffusion/

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2503.20698 2025-05-12 cs.CV cs.IR

MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion

Saron Samuel, Dan DeGenaro, Jimena Guallar-Blasco, Kate Sanders, Oluwaseun Eisape, Tanner Spendlove, Arun Reddy, Alexander Martin, Andrew Yates, Eugene Yang, Cameron Carpenter, David Etter, Efsun Kayi, Matthew Wiesner, Kenton Murray, Reno Kriz

机构 * Stanford University(斯坦福大学) Georgetown University(乔治城大学) Johns Hopkins University(约翰霍普金斯大学) UC Berkeley(伯克利大学) BYU

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2505.04522 2025-05-09 eess.IV cs.CV

Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model

Pengfei Guo, Can Zhao, Dong Yang, Yufan He, Vishwesh Nath, Ziyue Xu, Pedro R. A. S. Bassi, Zongwei Zhou, Benjamin D. Simon, Stephanie Anne Harmon, Baris Turkbey, Daguang Xu

机构 * NVIDIA Johns Hopkins University(约翰霍普金斯大学) National Institutes of Health(国家卫生研究院)

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2503.06451 2025-05-09 cs.CV

A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification

Basudha Pal, Siyuan Huang, Rama Chellappa

机构 * Johns Hopkins University(约翰霍普金斯大学)

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2409.12183 2025-05-09 cs.CL cs.AI cs.LG

To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Zayne Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, Greg Durrett

机构 * The University of Texas at Austin(德克萨斯大学奥斯汀分校) Johns Hopkins University(约翰霍普金斯大学) Princeton University(普林斯顿大学)

Comments Published at ICLR 2025

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2505.03798 2025-05-08 cs.LG cs.AI

Position: Foundation Models Need Digital Twin Representations

Yiqing Shen, Hao Ding, Lalithkumar Seenivasan, Tianmin Shu, Mathias Unberath

机构 * Department of Computer Science(计算机科学系) Johns Hopkins University(约翰霍普金斯大学)

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