Generative Priors for MRI Reconstruction Trained from Magnitude-Only Images Using Phase Augmentation
Guanxiong Luo, Xiaoqing Wang, Mortiz Blumenthal, Martin Schilling, Erik Hans Ulrich Rauf, Raviteja Kotikalapudi, Niels Focke, Martin Uecker
机构
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1 Institute for Diagnostic
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Interventional Radiology, University Medical Center G\"ottingen, Germany 2 Institute of Biomedical Imaging, Graz University of Technology, Graz, Austria 3 Clinic for Neurology, University Medical Center Göttingen, Germany 4 German Centre for Cardiovascular Research (DZHK), partner site Lower Saxony, Germany 5 Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School
Journal refPhil. Trans. R. Soc. A 2025;383:20240323
机构
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Arizona State University(亚利桑那州立大学)
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Purdue University(普渡大学)
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University of British Columbia(不列颠哥伦比亚大学)
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Stanford University(斯坦福大学)
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The Ohio State University(俄亥俄州立大学)
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Massachusetts General Hospital(麻省总医院)
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Harvard Medical School(哈佛医学院)
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Virginia Polytechnic Institute(弗吉尼亚多项技术学院)
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University of Michigan(密歇根大学)
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University of North Carolina at Chapel Hill(北卡罗来纳大学教堂山分校)
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Nanjing University(南京大学)
The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge
Reuben Dorent, Laura Rigolo, Colin P. Galvin, Junyu Chen, Mattias P. Heinrich, Aaron Carass, Olivier Colliot, Demian Wassermann, Alexandra Golby, Tina Kapur, William Wells
机构
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Inria Saclay Île-de-France(法国里昂萨克利研究所)
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CEA(法国原子能委员会)
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Université Paris-Saclay(巴黎-萨克利大学)
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Sorbonne Université(索邦大学)
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Institut du Cerveau - Paris Brain Institute - ICM(巴黎脑研究所)
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CNRS(法国国家科学研究中心)
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Inria(法国国家信息与自动化技术研究所)
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Inserm(法国国家医学研究院)
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AP-HP(法国国家医院集团)
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Hôpital de la Pitié Salpêtrière(皮蒂埃-萨尔普里埃尔医院)
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Harvard Medical School(哈佛医学院)
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Brigham and Women's Hospital(布里根医院)
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Department of Radiology and Radiological Science(放射学与放射科学系)
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Johns Hopkins Medical School(约翰霍普金斯医学院)
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Institute of Medical Informatics(医学信息学研究所)
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University of Lübeck(吕贝克大学)
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Image Analysis and Communications Laboratory(图像分析与通信实验室)
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Department of Electrical and Computer Engineering(电气与计算机工程系)
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Johns Hopkins University(约翰霍普金斯大学)
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CSAIL(媒体实验室)
机构
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Division of Computational Health Sciences, University of Minnesota(计算健康科学系,明尼苏达大学)
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Department of Computer Science and Engineering, University of Minnesota(计算机科学与工程系,明尼苏达大学)
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Department of Computer Science, Harvard University(计算机科学系,哈佛大学)
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Department of Radiation Oncology and Winship Cancer Institute, Emory University(放射肿瘤学系和Winship癌症研究所,埃默里大学)
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Advanced Imaging Research Center, University of Texas Southwestern Medical Center(先进成像研究中心,德克萨斯西南医学中心)
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College of Information Sciences and Technology, The Pennsylvania State University(信息科学与技术学院,宾夕法尼亚州立大学)
机构
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University of Washington(华盛顿大学)
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Seoul National University(首尔国立大学)
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Allen Institute for AI(人工智能研究所)
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Kempner Institute at Harvard University(哈佛大学凯默纳研究所)
DENTEX: Dental Enumeration and Tooth Pathosis Detection Benchmark for Panoramic X-ray
Ibrahim Ethem Hamamci, Sezgin Er, Omer Faruk Durugol, Gulsade Rabia Cakmak, Ezequiel de la Rosa, Enis Simsar, Atif Emre Yuksel, Sadullah Gultekin, Serife Damla Ozdemir, Kaiyuan Yang, Mehmet Berke Isler, Mustafa Salih Gucez, Shenxiao Mei, Chenglong Ma, Feihong Shen, Kaidi Shen, Huikai Wu, Han Wu, Lanzhuju Mei, Zhiming Cui, Niels van Nistelrooij, Khalid El Ghoul, Steven Kempers, Tong Xi, Shankeeth Vinayahalingam, Kyoungyeon Choi, Jaewon Shin, Eunyi Lyou, Lanshan He, Yusheng Liu, Lisheng Wang, Tudor Dascalu, Shaqayeq Ramezanzade, Azam Bakhshandeh, Lars Bjørndal, Bulat Ibragimov, Hongwei Bran Li, Sarthak Pati, Bernd Stadlinger, Albert Mehl, Mehmet Kemal Ozdemir, Mustafa Gundogar, Bjoern Menze
机构
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Department of Quantitative Biomedicine, University of Zurich(苏黎世大学定量生物医学系)
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Harvard Medical School(哈佛医学院)
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Department of Computer Science, ETH Zurich(苏黎世联邦理工学院计算机科学系)
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ETH AI Center, ETH Zurich(苏黎世联邦理工学院人工智能中心)
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Center for Dental Medicine, University of Zurich(苏黎世大学牙科医学中心)
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Department of Computer Engineering, Bogazici University(博雅大学计算机工程系)
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Department of Endodontics, Istanbul Medipol University(伊斯坦布尔Medipol大学牙体医学系)
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University of Oklahoma, College of Dentistry, Graduate Periodontics Department(俄克拉荷马大学牙科学院研究生牙周病学系)
Two Americas of Well-Being: Divergent Rural-Urban Patterns of Life Satisfaction and Happiness from 2.6 B Social Media Posts
Stefano Maria Iacus, Giuseppe Porro
机构
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Institute for Quantitative Social Science(定量社会科学研究所)
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Harvard University(哈佛大学)
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Department of Law, Economics and Culture(法律、经济与文化系)
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University of Insubria(因斯布里亚大学)
Product distribution learning with imperfect advice
Arnab Bhattacharyya, Davin Choo, Philips George John, Themis Gouleakis
机构
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Department of Computer Science University of Warwick(沃里克大学计算机科学系)
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Harvard University(哈佛大学)
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College of Computing & Data Science Nanyang Technological University(南洋理工大学计算机科学与数据科学学院)
CommentsFull version (11 pages). To be published in NeurIPS 2025
Lithological Controls on the Permeability of Geologic Faults: Surrogate Modeling and Sensitivity Analysis
Hannah Lu, Lluıs Salo-Salgado, Ruben Juanes
机构
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Oden Institute for Computational Engineering and Sciences(奥登计算工程与科学研究所)
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The University of Texas at Austin(德克萨斯大学奥斯汀分校)
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Department of Earth and Planetary Sciences(地球与行星科学系)
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Harvard University(哈佛大学)
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Department of Civil and Environmental Engineering(土木与环境工程系)
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Massachusetts Institute of Technology(麻省理工学院)
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Department of Earth, Atmospheric, and Planetary Sciences(地球、大气与行星科学系)
Military AI Needs Technically-Informed Regulation to Safeguard AI Research and its Applications
Riley Simmons-Edler, Jean Dong, Paul Lushenko, Kanaka Rajan, Ryan P. Badman
机构
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Harvard Medical School(哈佛医学院)
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Harvard University(哈佛大学)
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Kempner Institute(凯普纳研究所)
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U.S. Army War College(美国陆军战争学院)
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Kennedy School of Government(肯尼迪政府学院)
CommentsPublished at NeurIPS 2025, 10 pages, 2 tables, 1 figure
Fundamental limits of learning in sequence multi-index models and deep attention networks: High-dimensional asymptotics and sharp thresholds
Emanuele Troiani, Hugo Cui, Yatin Dandi, Florent Krzakala, Lenka Zdeborová
机构
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Emanuele Troiani Statistical Physics Of Computation Laboratory, École Polytechnique Fédérale de Lausanne (EPFL)(埃因斯坦理工大学统计物理计算实验室)
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Hugo Cui Center of Mathematical Sciences and Applications, Harvard University(哈佛大学数学科学中心)
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Yatin Dandi Statistical Physics Of Computation Laboratory, École Polytechnique Fédérale de Lausanne (EPFL) Information Learning and Physics Laboratory, École Polytechnique Fédérale de Lausanne (EPFL)(埃因斯坦理工大学统计物理计算实验室)
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Florent Krzakala Information Learning and Physics Laboratory, École Polytechnique Fédérale de Lausanne (EPFL)(埃因斯坦理工大学信息学习与物理实验室)
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Lenka Zdeborová Statistical Physics Of Computation Laboratory, École Polytechnique Fédérale de Lausanne (EPFL)(埃因斯坦理工大学统计物理计算实验室)
Optimism as Risk-Seeking in Multi-Agent Reinforcement Learning
Runyu Zhang, Na Li, Asuman Ozdaglar, Jeff Shamma, Gioele Zardini
机构
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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)
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Harvard University(哈佛大学)
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University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校)
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights
Hyunjae Kim, Jiwoong Sohn, Aidan Gilson, Nicholas Cochran-Caggiano, Serina Applebaum, Heeju Jin, Seihee Park, Yujin Park, Jiyeong Park, Seoyoung Choi, Brittany Alexandra Herrera Contreras, Thomas Huang, Jaehoon Yun, Ethan F. Wei, Roy Jiang, Leah Colucci, Eric Lai, Amisha Dave, Tuo Guo, Maxwell B. Singer, Yonghoe Koo, Ron A. Adelman, James Zou, Andrew Taylor, Arman Cohan, Hua Xu, Qingyu Chen
机构
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Yale School of Medicine(耶鲁医学院)
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Yale University(耶鲁大学)
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ETH Zurich(苏黎世联邦理工学院)
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Harvard Medical School(哈佛医学院)
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Geisel School of Medicine at Dartmouth(达特茅斯大学盖塞医学院)
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Seoul National University College of Medicine(首尔国立大学医学院)
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Hanyang University College of Medicine(翰林大学医学院)
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PA Leadership Charter School(宾夕法尼亚州西切斯特市领导学校)
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
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Harvard University(哈佛大学)
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Illinois Tech - Chicago Kent College of Law(伊利诺伊理工学院-芝加哥肯特法学院)
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CLTDS, Bucerius Law School(CLTDS,布塞里乌斯法学院)
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Yong Pung How School of Law, Singapore Management University(永丰何法学院,新加坡管理大学)
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CodeX - The Stanford Center for Legal Informatics, Stanford University(CodeX-斯坦福法律信息中心,斯坦福大学)
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Georgetown University(乔治城大学)
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Massachusetts Institute of Technology(麻省理工学院)
Scattering approach to diffusion quantifies axonal damage in brain injury
Ali Abdollahzadeh, Ricardo Coronado-Leija, Hong-Hsi Lee, Alejandra Sierra, Els Fieremans, Dmitry S. Novikov
机构
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Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY, USA(纽约大学医学学院放射科生物医学成像中心)
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A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland(东部芬兰大学A.I. Virtanen分子科学研究所)
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Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA(马萨诸塞州总医院哈佛医学院生物医学成像中心)