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Johns Hopkins University(约翰斯·霍普金斯大学)

共收录 1189
2506.24074 2025-09-12 eess.IV cs.CV

C3VDv2 -- Colonoscopy 3D video dataset with enhanced realism

Mayank V. Golhar, Lucas Sebastian Galeano Fretes, Loren Ayers, Venkata S. Akshintala, Taylor L. Bobrow, Nicholas J. Durr

机构 * Department of Biomedical Engineering, Johns Hopkins University(生物医学工程系,约翰霍普金斯大学) Division of Gastroenterology and Hepatology, Johns Hopkins Medicine(胃肠病学与肝病学分会,约翰霍普金斯医学)

Comments 19 pages, 7 figures

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2509.07999 2025-09-11 q-bio.NC cs.AI cs.MA cs.NE nlin.AO physics.soc-ph

The Computational Foundations of Collective Intelligence

Charlie Pilgrim, Joe Morford, Elizabeth Warren, Mélisande Aellen, Christopher Krupenye, Richard P Mann, Dora Biro

机构 * University of Leeds, UK(利兹大学) University of Rochester, USA(罗切斯特大学) Johns Hopkins University, USA(约翰霍普金斯大学)

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2507.14652 2025-09-11 stat.ML cs.CE cs.LG physics.data-an

Accelerating Hamiltonian Monte Carlo for Bayesian Inference in Neural Networks and Neural Operators

Ponkrshnan Thiagarajan, Tamer A. Zaki, Michael D. Shields

机构 * Hopkins Extreme Materials Institute, Johns Hopkins University(霍普金斯极端材料研究所,约翰·霍普金斯大学) Department of Mechanical Engineering, Johns Hopkins University(约翰·霍普金斯大学机械工程系) Department of Civil and Systems Engineering, Johns Hopkins University(约翰·霍普金斯大学土木与系统工程系)

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2508.04795 2025-09-10 cs.CL cs.AI cs.SD eess.AS

Enhancing Dialogue Annotation with Speaker Characteristics Leveraging a Frozen LLM

Thomas Thebaud, Yen-Ju Lu, Matthew Wiesner, Peter Viechnicki, Najim Dehak

机构 * Electrical and Computer Engineering Department, Johns Hopkins University, Baltimore, MD, USA(约翰霍普金斯大学电气与计算机工程系) Human Language Technology Center of Excellence, Johns Hopkins University, Baltimore, MD, USA(约翰霍普金斯大学人机语言技术卓越中心)

Comments Accepted in the 2025 IEEE Automatic Speech Recognition and Understanding Workshop

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1909.02688 2025-09-10 cs.LG stat.ML

AutoGMM: Automatic Gaussian Mixture Modeling in Python

Tingshan Liu, Thomas L. Athey, Benjamin D. Pedigo, Joshua T. Vogelstein

机构 * Johns Hopkins University(约翰霍普金斯大学) Massachusetts Institute of Technology(麻省理工学院)

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2509.06950 2025-09-09 cs.GR cs.CV

Scaling Transformer-Based Novel View Synthesis Models with Token Disentanglement and Synthetic Data

Nithin Gopalakrishnan Nair, Srinivas Kaza, Xuan Luo, Vishal M. Patel, Stephen Lombardi, Jungyeon Park

机构 * Johns Hopkins University(约翰霍普金斯大学) Google(谷歌公司)

Comments Accepted at ICCV 2025

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2509.06888 2025-09-09 cs.CL cs.IR cs.LG

mmBERT: A Modern Multilingual Encoder with Annealed Language Learning

Marc Marone, Orion Weller, William Fleshman, Eugene Yang, Dawn Lawrie, Benjamin Van Durme

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

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2509.06341 2025-09-09 cs.AI

Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent

Issue Yishu Wang, Kakam Chong, Xiaofeng Wang, Xu Yan, DeXin Kong, Chen Ju, Ming Chen, Shuai Xiao, Shuguang Han, jufeng chen

机构 * Johns Hopkins University(约翰霍普金斯大学) Tsinghua University(清华大学) Shanghai Jiao Tong University(上海交通大学) Alibaba Group(阿里巴巴集团)

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2502.18658 2025-09-09 cs.HC cs.AI cs.SE

Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support

Kevin Pu, Daniel Lazaro, Ian Arawjo, Haijun Xia, Ziang Xiao, Tovi Grossman, Yan Chen

机构 * University of Toronto(多伦多大学) University of California San Diego(加州大学圣地亚哥分校) Johns Hopkins University(约翰霍普金斯大学)

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2411.11844 2025-09-09 cs.CV cs.RO

Generative World Explorer

Taiming Lu, Tianmin Shu, Alan Yuille, Daniel Khashabi, Jieneng Chen

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

Comments Website: generative-world-explorer.github.io

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2305.16589 2025-09-09 cs.LG cs.IT math.IT math.ST stat.TH

The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model

Laixi Shi, Gen Li, Yuting Wei, Yuxin Chen, Matthieu Geist, Yuejie Chi

机构 * JHU Department of Electrical and Computer Engineering, Johns Hopkins University, MD, USA(约翰霍普金斯大学电气与计算机工程系) CUHK Department of Statistics, The Chinese University of Hong Kong, Hong Kong(香港中文大学统计系) UPenn Department of Statistics and Data Science, Wharton School, University of Pennsylvania, Philadelphia, PA 19104, USA(宾夕法尼亚大学统计与数据科学系) ESP Earth Species Project(地球物种计划) Yale Department of Statistics and Data Science, Yale University, CT, USA(耶鲁大学统计与数据科学系)

Comments A short version was published in Neural Information Processing Systems (2023); Under Submission

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2505.19314 2025-09-09 eess.AS cs.AI cs.SD

SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction through a Cascaded Generative Pipeline

Helin Wang, Jiarui Hai, Dongchao Yang, Chen Chen, Kai Li, Junyi Peng, Thomas Thebaud, Laureano Moro Velazquez, Jesus Villalba, Najim Dehak

机构 * Johns Hopkins University(约翰霍普金斯大学) Chinese University of Hong Kong(香港中文大学) NVIDIA Tsinghua University(清华大学) Brno University of Technology(布拉格技术大学)

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2505.15802 2025-09-08 cs.LG eess.SP physics.ao-ph

A Deep Learning Framework for Two-Dimensional, Multi-Frequency Propagation Factor Estimation

Sarah E. Wessinger, Leslie N. Smith, Jacob Gull, Jonathan Gehman, Zachary Beever, Andrew J. Kammerer

机构 * Naval Research Laboratory, Monterey, CA and Devine Consulting, Fremont, CA USA(美国海军实验室(Monterey, CA)和Devine咨询公司(Fremont, CA USA)) US Naval Research Laboratory, Washington, DC(美国海军实验室(Washington, DC)) Johns Hopkins University Applied Physics Laboratory, Baltimore MD(约翰霍普金斯大学应用物理实验室(Baltimore MD))

Comments This work has been submitted to the IEEE for possible publication

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2509.03829 2025-09-05 cs.CL

NE-PADD: Leveraging Named Entity Knowledge for Robust Partial Audio Deepfake Detection via Attention Aggregation

Huhong Xian, Rui Liu, Berrak Sisman, Haizhou Li

机构 * Inner Mongolia University(内蒙古大学) Center for Language and Speech Processing (CLSP), Johns Hopkins University(语言与语音处理中心(CLSP),约翰·霍普金斯大学) School of Artificial Intelligence, The Chinese University of Hong Kong, Shenzhen(人工智能学院,香港中文大学(深圳))

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2509.03804 2025-09-05 cs.RO cs.SY eess.SY

Real-Time Buoyancy Estimation for AUV Simulations Using Convex Hull-Based Submerged Volume Calculation

Ad-Deen Mahbub, Md Ragib Shaharear

机构 * 1 Department of Electrical \& Electronic Engineering, Shahjalal University of Science \& Technology 2 Department of Electrical \& Computer Engineering, Johns Hopkins University

Comments 7 pages, 10 figures

Journal ref AQ2UASIM: ADVANCING QUANTITATIVE AND QUALITATIVE SIMULATORS FOR MARINE APPLICATIONS, ICRA(2025)

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2504.12552 2025-09-05 cs.CV cs.AI cs.LG

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins

Alejandra Perez, Han Zhang, Yu-Chun Ku, Lalithkumar Seenivasan, Roger Soberanis, Jose L. Porras, Richard Day, Jeff Jopling, Peter Najjar, Mathias Unberath

机构 * Johns Hopkins University(约翰霍普金斯大学) Johns Hopkins Medical Institutions(约翰霍普金斯医学机构)

Journal ref Medical Imaging with Deep Learning - Short Papers 2025

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2506.18072 2025-09-04 eess.IV cs.AI cs.CV

Multimodal Medical Image Binding via Shared Text Embeddings

Yunhao Liu, Suyang Xi, Shiqi Liu, Hong Ding, Chicheng Jin, Chong Zhong, Junjun He, Catherine C. Liu, Yiqing Shen

机构 * The Hong Kong Polytechnic University(香港理工大学) Emory University(埃默里大学) The University of Hong Kong(香港大学) University of Illinois Chicago(伊利诺伊大学芝加哥分校) University of Science and Technology of China(中国科学技术大学) Shanghai AI Laboratory(上海人工智能实验室) Johns Hopkins University(约翰霍普金斯大学)

Comments 10 pages, 3 figures

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2504.06463 2025-09-04 astro-ph.IM cs.CV

AstroClearNet: Deep image prior for multi-frame astronomical image restoration

Yashil Sukurdeep, Fausto Navarro, Tamás Budavári

机构 * Department of Applied Mathematics and Statistics, Johns Hopkins University(应用数学与统计学系,约翰霍普金斯大学) Johns Hopkins University(约翰霍普金斯大学) Department of Computer Science, Johns Hopkins University(计算机科学系,约翰霍普金斯大学) Department of Physics and Astronomy, Johns Hopkins University(物理与天文学系,约翰霍普金斯大学)

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2406.13748 2025-09-04 cs.CL cs.LG

Learn and Unlearn: Addressing Misinformation in Multilingual LLMs

Taiming Lu, Philipp Koehn

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

Comments EMNLP 2025 Main Conference

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2509.02534 2025-09-03 cs.CL cs.LG

Jointly Reinforcing Diversity and Quality in Language Model Generations

Tianjian Li, Yiming Zhang, Ping Yu, Swarnadeep Saha, Daniel Khashabi, Jason Weston, Jack Lanchantin, Tianlu Wang

机构 * Meta FAIR Carnegie Mellon University(卡内基梅隆大学) Johns Hopkins University(约翰霍普金斯大学)

Comments 29 pages, 11 figures

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2509.02275 2025-09-03 cs.RO

Human-Inspired Soft Anthropomorphic Hand System for Neuromorphic Object and Pose Recognition Using Multimodal Signals

Fengyi Wang, Xiangyu Fu, Nitish Thakor, Gordon Cheng

机构 * Institute for Cognitive Systems, Technical University of Munich(认知系统研究所,慕尼黑技术大学) Department of Biomedical Engineering, Johns Hopkins University(生物医学工程系,约翰霍普金斯大学)

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2501.01949 2025-07-08 cs.CV

VideoLifter: Lifting Videos to 3D with Fast Hierarchical Stereo Alignment

Wenyan Cong, Hanqing Zhu, Kevin Wang, Jiahui Lei, Colton Stearns, Yuanhao Cai, Leonidas Guibas, Zhangyang Wang, Zhiwen Fan

机构 * UT Austin(德克萨斯大学奥斯汀分校) UPenn(宾夕法尼亚大学) Stanford(斯坦福大学) JHU(约翰霍普金斯大学)

Comments project page: https://videolifter.github.io

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2507.03863 2025-07-08 cs.LG cs.AI physics.comp-ph

Enhanced accuracy through ensembling of randomly initialized auto-regressive models for time-dependent PDEs

Ishan Khurjekar, Indrashish Saha, Lori Graham-Brady, Somdatta Goswami

机构 * Department of Civil and Systems Engineering, Johns Hopkins University(土木与系统工程系,约翰霍普金斯大学)

Comments 29 Pages

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2505.07003 2025-07-08 cs.CV

CMD: Controllable Multiview Diffusion for 3D Editing and Progressive Generation

Peng Li, Suizhi Ma, Jialiang Chen, Yuan Liu, Congyi Zhang, Wei Xue, Wenhan Luo, Alla Sheffer, Wenping Wang, Yike Guo

机构 * The Hong Kong University of Science and Technology(香港科学与技术大学) Johns Hopkins University(约翰霍普金斯大学) University of British Columbia(不列颠哥伦比亚大学) Texas A\&M University(德克萨斯A&M大学)

Comments SIGGRAPH 2025, Page: https://penghtyx.github.io/CMD/

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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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2506.02825 2025-07-04 stat.ML cs.LG

Asymptotically perfect seeded graph matching without edge correlation (and applications to inference)

Tong Qi, Vera Andersson, Peter Viechnicki, Vince Lyzinski

机构 * Department of Mathematics, University of Maryland, College Park(数学系,马里兰大学,College Park) University of Maryland, College Park(马里兰大学,College Park) Human Language Technology Center of Excellence, Johns Hopkins University(语言技术卓越中心,约翰霍普金斯大学)

Comments 10 figures, 35 pages

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2507.01803 2025-07-03 cs.LG

Towards Decentralized and Sustainable Foundation Model Training with the Edge

Leyang Xue, Meghana Madhyastha, Randal Burns, Myungjin Lee, Mahesh K. Marina

机构 * The University of Edinburgh(爱丁堡大学) Johns Hopkins University(约翰霍普金斯大学) Cisco Research(思科研究)

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2507.01291 2025-07-03 eess.IV cs.CV

PanTS: The Pancreatic Tumor Segmentation Dataset

Wenxuan Li, Xinze Zhou, Qi Chen, Tianyu Lin, Pedro R. A. S. Bassi, Szymon Plotka, Jaroslaw B. Cwikla, Xiaoxi Chen, Chen Ye, Zheren Zhu, Kai Ding, Heng Li, Kang Wang, Yang Yang, Yucheng Tang, Daguang Xu, Alan L. Yuille, Zongwei Zhou

机构 * Department of Computer Science, Johns Hopkins University(约翰霍普金斯大学计算机科学系) Department of Pharmacy and Biotechnology, University of Bologna(博洛尼亚大学药学与生物技术系) Center for Biomolecular Nanotechnologies, Istituto Italiano di Tecnologia(意大利技术研究院生物分子纳米技术中心) Faculty of Mathematics and Computer Science, Jagiellonian University(杰齐兰大学数学与计算机科学学院) Department of Cardiology and Internal Medicine, University of Warmia and Mazury(马尔堡大学心内科与内科系) Diagnostic and Treatment Center Gammed(Gammed诊断与治疗中心) Department of Bioengineering, University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校生物工程系) Department of General Surgery, Peking University Third Hospital(北京大学第三医院普外科) Department of Radiology & Biomedical Imaging, University of California, San Francisco(加州大学旧金山分校放射科与生物医学成像系) Department of Bioengineering, University of California, Berkeley(加州大学伯克利分校生物工程系) Department of Radiation Oncology, Johns Hopkins School of Medicine(约翰霍普金斯医学院放射肿瘤学系) NVIDIA Code, Models & Data(NVIDIA代码、模型与数据)

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2505.22663 2025-07-02 cs.CV

Training Free Stylized Abstraction

Aimon Rahman, Kartik Narayan, Vishal M. Patel

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

Comments Project Page: https://kartik-3004.github.io/TF-SA/

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2506.24019 2025-07-01 cs.CV cs.CL

Ella: Embodied Social Agents with Lifelong Memory

Hongxin Zhang, Zheyuan Zhang, Zeyuan Wang, Zunzhe Zhang, Lixing Fang, Qinhong Zhou, Chuang Gan

机构 * University of Massachusetts Amherst(马萨诸塞大学阿姆赫斯特分校) Johns Hopkins University(约翰霍普金斯大学) Tsinghua University(清华大学)

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