Anomaly Detection and Generation with Diffusion Models: A Survey
Yang Liu, Jing Liu, Chengfang Li, Rui Xi, Wenchao Li, Liang Cao, Jin Wang, Laurence T. Yang, Junsong Yuan, Wei Zhou
机构
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Department of Computer Science, The University of Toronto(多伦多大学计算机科学系)
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College of Future Information Technology, Fudan University(复旦大学未来信息技术学院)
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Division of Natural and Applied Sciences, Duke Kunshan University(杜克昆山大学自然与应用科学系)
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Department of Electrical and Computer Engineering, The University of British Columbia(不列颠哥伦比亚大学电气与计算机工程系)
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School of Computer Science, University of Sydney(悉尼大学计算机科学学院)
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Department of Chemical Engineering, Massachusetts Institute of Technology(麻省理工学院化学工程系)
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School of Future Science and Engineering, Soochow University(苏州大学未来科学与工程学院)
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School of Computer Science and Artificial Intelligence, Zhengzhou University(郑州大学计算机科学与人工智能学院)
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Department of Computer Science, St. Francis Xavier University(圣弗朗西斯科大学计算机科学系)
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Department of Computer Science and Engineering, State University of New York at Buffalo(纽约州立大学布法罗分校计算机科学与工程系)
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models
Chenyu Lian, Hong-Yu Zhou, Dongyun Liang, Jing Qin, Liansheng Wang
机构
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School of Informatics, Xiamen University(厦门大学信息学院)
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Center for Smart Health, School of Nursing, The Hong Kong Polytechnic University(香港理工大学护理学院智能健康中心)
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Department of Biomedical Informatics, Harvard Medical School(哈佛医学院生物医学信息学系)
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Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University(复旦大学中山医院放射科)
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National Institute for Data Science in Health and Medicine(医学与数据科学国家研究院)
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Department of Computer Science, School of Informatics, Xiamen University(厦门大学信息学院计算机科学系)
机构
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Department of Electrical and Electronic Engineering, University of Hong Kong(香港大学电子与电气工程系)
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Institute of Space Internet, Fudan University(复旦大学空间互联网研究所)
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School of Computer Science, Fudan University(复旦大学计算机科学学院)
Comments16 pages, 11 figures. arXiv admin note: text overlap with arXiv:2403.13101
机构
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Harbin Institute of Technology(哈尔滨工业大学)
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Pengcheng Laboratory(鹏城实验室)
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Fudan University(复旦大学)
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Shanghai Academy of AI for Science(上海人工智能科学研究院)
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Southwestern University of Finance and Economics(西南财经大学)
机构
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Academy for Engineering and Technology, Fudan University(工程与技术学院,复旦大学)
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School of Computer Science and Technology, East China Normal University(计算机科学与技术学院,华东师范大学)
From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium
Xie Yi, Zhanke Zhou, Chentao Cao, Qiyu Niu, Tongliang Liu, Bo Han
机构
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Academy for Engineering and Technology, Fudan University(复旦大学工程与技术学院)
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TMLR Group, Department of Computer Science, Hong Kong Baptist University(香港 Baptist 大学计算机科学系 TMLR 组)
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Sydney AI Center, The University of Sydney(悉尼大学悉尼人工智能中心)
Cross-channel Perception Learning for H&E-to-IHC Virtual Staining
Hao Yang, JianYu Wu, Run Fang, Xuelian Zhao, Yuan Ji, Zhiyu Chen, Guibin He, Junceng Guo, Yang Liu, Xinhua Zeng
机构
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College of Intelligent Robotics and Advanced Manufacturing(智能机器人与先进制造学院)
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Department of Pathology, Zhongshan Hospital, Fudan University(复旦大学中山医院病理科)
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Yiwu Research Institute, Fudan University(义乌研究院)
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Department of Computer Science, The University of Toronto(多伦多大学计算机科学系)
Fact in Fragments: Deconstructing Complex Claims via LLM-based Atomic Fact Extraction and Verification
Liwen Zheng, Chaozhuo Li, Zheng Liu, Feiran Huang, Haoran Jia, Zaisheng Ye, Xi Zhang
机构
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Key Laboratory of Trustworthy Distributed Computing and Service (MoE)(可信分布式计算与服务重点实验室)
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Beijing Academy of Artificial Intelligence(北京人工智能研究院)
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Jinan University(暨南大学)
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Department of Gastric Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital(Fujian Branch of Fudan University Shanghai Cancer Center)(福建医科大学胃外科临床肿瘤学院、福建肿瘤医院(复旦大学上海肿瘤中心福建分部))
Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
Kai Xiong, Xiao Ding, Yixin Cao, Yuxiong Yan, Li Du, Yufei Zhang, Jinglong Gao, Jiaqian Liu, Bing Qin, Ting Liu
机构
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Research Center for Social Computing and Interactive Robotics(社会计算与交互机器人研究中心)
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Harbin Institute of Technology(哈尔滨工业大学)
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Institute of Trustworthy Embodied AI(可信具身人工智能研究院)
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Fudan University(复旦大学)
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Beijing Academy of Artificial Intelligence(北京人工智能研究院)
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Nanjing University(南京大学)
机构
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ByteDance Seed(字节跳动种子)
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Fudan University(复旦大学)
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Institute for AI Industry Research (AIR), Tsinghua University(人工智能产业研究院(AIR),清华大学)
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Nanjing University(南京大学)
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Shanghai Jiao Tong University(上海交通大学)
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SIA-Lab of Tsinghua AIR and ByteDance Seed(清华大学AIR实验室和字节跳动种子)
机构
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School of Data Science, Fudan University(复旦大学数据科学学院)
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Dept. of Computer Science and Engineering, The Chinese University of Hong Kong(香港中文大学计算机科学与工程系)
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Dept. of Oncology, University of Cambridge(剑桥大学肿瘤学系)
CommentsClarification note for the CVPR 2025 paper (FarSight). Prepared by a subset of the original authors; remaining co-authors are acknowledged in the text
机构
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Fudan University(复旦大学)
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SIAT, Chinese Academy of Sciences(中国科学院深圳先进技术研究院)
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Tongji University(同济大学)
Journal ref2025. Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. Association for Computing Machinery, New York, NY, USA
机构
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The Ohio State University(俄亥俄州立大学)
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Indiana University(印第安纳大学)
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Fudan University(复旦大学)
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Hangzhou City University(杭州城市大学)
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The University of Hong Kong(香港大学)
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Tongji University(同济大学)
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The Chinese University of Hong Kong(香港中文大学)
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Peking University(北京大学)
CommentsPublished in Transactions on Machine Learning Research (TMLR-2025)