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CVPR 2026终极盘点:这5篇论文、1个演讲、3个展台,藏着计算机视觉下一个十年的答案
视觉-语言与多模态LLM论文占比一年飙涨5.7个百分点,CVPR正以前所未有的速度把具身智能推上主赛道。作者丨陈淑瑜编辑丨岑峰16,092篇投稿,4,071篇录用,25.3%录取率,今年的CVPR创下了多项历史纪录。但比数字更具风向标意义的是行业风向:5篇获奖论文中至少3篇直指具身智能;展台上NVIDIA和Tesla正合力把机器人从实验室推向商业化;一场关于“可编程生物学”的重磅演讲,则彻底打破了计算机视觉与传统药物设计的边界。如果你没能亲自前往丹佛,这篇全景盘点将带你用最短的时间,一眼看透本届大会的全部精髓。5篇论文:从4D重建到一步式编辑,具身智能全面接管今年CVPR的最佳论文奖项共有74篇入围,15篇进入决赛圈,最终5篇获奖。纵观这些获奖作品,能发现一个显而易见的行业共性:计算机视觉正从“被动感知”走向“主动理解与行动”。▎最佳论文:D4RT——让机器人“看见”第四个维度动态场景的4D重建一直是计算机视觉中的“硬骨头”。现有方法要么把任务拆成多个模块分别处理,慢且复杂。要么无法处理动态区域的对应关系,要么两者皆有。D4RT的核心贡献在于范式转换。模型先用编码器把整段视频压缩...
GAIR DAO
2026-06-11
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安波 President's Chair Professor College of Computing and Data Science Nanyang Technological University, Head, Division of Artificial Intelligence, College of Computing & Data Science, President’s Chair in Computer Science and Engineering, Professor, College of Computing & Data Science, Assistant Chair (Innovation), School of Computer Science and Engineering (SCSE)
Bo An is a Professor in the College of Computing & Data Science, and Co-Director of Artificial Intelligence Research Institute (AI.R) at Nanyang Technological University, Singapore. He received the Ph.D degree in Computer Science from the University of Massachusetts, Amherst. His current research interests include artificial intelligence, multiagent systems, computational game theory, reinforcement learning, and optimization. His research results have been successfully applied to many domains including infrastructure security and e-commerce. He has published over 100 referred papers at AAMAS, IJCAI, AAAI, ICAPS, KDD, UAI, EC, WWW, ICLR, NeurIPS, ICML, JAAMAS, AIJ and ACM/IEEE Transactions. Dr. An was the recipient of the 2010 IFAAMAS Victor Lesser Distinguished Dissertation Award, an Operational Excellence Award from the Commander, First Coast Guard District of the United States, the 2012 INFORMS Daniel H. Wagner Prize for Excellence in Operations Research Practice, and 2018 Nanyang Research Award (Young Investigator). His publications won the Best Innovative Application Paper Award at AAMAS’12, the Innovative Application Award at IAAI’16, and the best paper award at DAI’20. He was invited to give Early Career Spotlight talk at IJCAI’17. He led the team HogRider which won the 2017 Microsoft Collaborative AI Challenge. He was named to IEEE Intelligent Systems' "AI's 10 to Watch" list for 2018. He is PC Co-Chair of AAMAS’20 and will be General Co-Chair of AAMAS’23. He is a member of the editorial board of JAIR and is the Associate Editor of AIJ, JAAMAS, IEEE Intelligent Systems, ACM TAAS, and ACM TIST. He was elected to the board of directors of IFAAMAS, senior member of AAAI, and Distinguished member of ACM.