From Selection to Generation: A Survey of LLM-based Active Learning
Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian McAuley
机构
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University of California San Diego(加州大学圣地亚哥分校)
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University of Wisconsin Madison(威斯康星大学麦迪逊分校)
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Carnegie Mellon University(卡内基梅隆大学)
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University of Rochester(罗切斯特大学)
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Adobe Research(Adobe研究)
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Dolby Labs(杜比实验室)
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Cisco AI Research(思科人工智能研究)
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University of Oregon(俄勒冈大学)
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University of Southern California(南加州大学)
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Pennsylvania State University(宾夕法尼亚州立大学)
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Dartmouth College(达特茅斯学院)
机构
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Department of Civil and Environmental Engineering, University of Wisconsin-Madison(土木与环境工程系,威斯康星大学麦迪逊分校)
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Lyles School of Civil and Construction Engineering, Purdue University(莱尔斯土木与建设工程学院,普渡大学)
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Elmore Family School of Electrical and Computer Engineering, Purdue University(埃尔摩家族电气与计算机工程学院,普渡大学)
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Department of Computer Science and Engineering, The University of Texas at Arlington(计算机科学与工程系,德克萨斯大学阿灵顿分校)
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Google(谷歌)
Foundation Models for Geospatial Reasoning: Assessing Capabilities of Large Language Models in Understanding Geometries and Topological Spatial Relations
Yuhan Ji, Song Gao, Ying Nie, Ivan Majić, Krzysztof Janowicz
机构
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GeoDS Lab, Department of Geography, University of Wisconsin-Madison, USA(威斯康星大学麦迪逊分校地理系GeoDS实验室)
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Department of Geography and Regional Research, University of Vienna, Austria(维也纳大学地理与区域研究系)
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Department of Geography, University of California-Santa Barbara, USA(加州大学圣塔芭芭拉分校地理系)
Comments33 pages, 13 figures, IJGIS GeoFM Special Issue
Journal refInternational Journal of Geographical Information Science, 2025 International Journal of Geographical Information Science International Journal of Geographical Information Science
Sawinder Kaur, Avery Gump, Yi Xiao, Jingyu Xin, Harshit Sharma, Nina R Benway, Jonathan L Preston, Asif Salekin
机构
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Syracuse University(苏塞克斯大学)
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University of Wisconsin-Madison(威斯康星大学麦迪逊分校)
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Arizona State University(亚利桑那州立大学)
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University of Maryland-College Park(马里兰大学学院市分校)
Theoretical Proof that Auto-regressive Language Models Collapse when Real-world Data is a Finite Set
Lecheng Wang, Xianjie Shi, Ge Li, Jia Li, Xuanming Zhang, Yihong Dong, Wenpin Jiao, Hong Mei
机构
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Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education(高可信软件技术重点实验室(北京大学))
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School of Computer Science, Peking University(北京大学计算机学院)
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University of Wisconsin-Madison(威斯康星大学麦迪逊分校)
机构
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University of Southern California(南加州大学)
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University of Maryland, College Park(马里兰大学学院 park 分校)
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University of Wisconsin, Madison(威斯康星大学麦迪逊分校)
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Arizona State University(亚利桑那州立大学)
AI-enhanced semantic feature norms for 786 concepts
Siddharth Suresh, Kushin Mukherjee, Tyler Giallanza, Xizheng Yu, Mia Patil, Jonathan D. Cohen, Timothy T. Rogers
机构
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Dept. of Psychology, University of Wisconsin-Madison(威斯康星大学麦迪逊分校心理学系)
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Dept. of Computer Sciences, University of Wisconsin-Madison(威斯康星大学麦迪逊分校计算机科学系)
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Wisconsin Institute for Discovery(威斯康星发现研究所)
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Dept. of Psychology, Stanford University(斯坦福大学心理学系)
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Dept. of Psychology, Princeton University(普林斯顿大学心理学系)
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Dept. of Computer Science, Brown University(布朗大学计算机科学系)
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Princeton Neuroscience Institute(普林斯顿神经科学研究所)
机构
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University of Wisconsin - Madison(威斯康星大学麦迪逊分校)
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Peking University(北京大学)
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Nanjing University(南京大学)
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University of Surrey(Surrey 大学)
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Qwen(通义实验室)
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University of California - Riverside(加州大学河滨分校)
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Microsoft(微软公司)
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
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Texas A&M University(德克萨斯农工大学)
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University of California, Riverside(加州大学河滨分校)
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University of Michigan(密歇根大学)
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Purdue University(普渡大学)
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Columbia University(哥伦比亚大学)
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University of Florida(佛罗里达大学)
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Technische Universität München(慕尼黑技术大学)
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University of Wisconsin-Madison(威斯康星大学麦迪逊分校)
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University of Texas at Austin(德克萨斯大学奥斯汀分校)
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University of Notre Dame(诺特丹大学)
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Adobe Research(Adobe研究)
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Lehigh University(莱斯利大学)
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Cleveland State University(克利夫兰州立大学)
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Johns Hopkins University(约翰霍普金斯大学)
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University of California, Merced(加州大学默塞德分校)
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University of Utah(犹他大学)
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Texas A&M Transportation Institute(德克萨斯农工大学交通研究所)
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Bosch Research North America(博世北美研究)
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Bosch Center for Artificial Intelligence (BCAI)(博世人工智能中心)
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University of California, Berkeley(加州大学伯克利分校)
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Stanford University(斯坦福大学)
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NVIDIA(英伟达)
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Arizona State University(亚利桑那州立大学)
Terahertz Spatial Wireless Channel Modeling with Radio Radiance Field
John Song, Lihao Zhang, Feng Ye, Haijian Sun
机构
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School of Electrical and Computer Engineering, University of Georgia(电子与计算机工程学院,佐治亚大学)
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Department of Electrical and Computer Engineering, University of Wisconsin-Madison(电气与计算机工程学院,威斯康星大学麦迪逊分校)
机构
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Guilin University of Electronic Technology(桂林电子科技大学)
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University of Arizona(亚利桑那大学)
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University of Wisconsin-Madison(威斯康星大学麦迪逊分校)
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University of California, Berkeley(加州大学伯克利分校)
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Arizona State University(亚利桑那州立大学)
Simulating Nighttime Visible Satellite Imagery of Tropical Cyclones Using Conditional Generative Adversarial Networks
Jinghuai Yao, Puyuan Du, Yucheng Zhao, Yubo Wang
机构
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Department of Astronomy, University of Wisconsin–Madison(天文学系,威斯康星大学麦迪逊分校)
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Department of Chemistry and Biochemistry, University of California, Los Angeles(化学与生物化学系,加州大学洛杉矶分校)
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School of Health Sciences, Guangzhou Xinhua University(健康科学学院,广州新华大学)
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Department of Atmospheric and Oceanic Sciences, University of Wisconsin–Madison(大气与海洋科学系,威斯康星大学麦迪逊分校)