基本信息
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Bio
My research is in the areas of computer vision, machine learning and human visual perception. I am interested in building systems that can perceive the world like humans do. Although my work focuses on computer vision I am also interested in other modalities such as audition and touch. A system able to perceive the world through multiple senses might be able to learn without requiring massive curated datasets. Other interests include understanding neural networks, common-sense reasoning, computational photography, building image databases and the intersections between visual art and computation.
Research Interests
Papers共 701 篇Author StatisticsCo-AuthorSimilar Experts
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Chuanyang Jin, Yutong Wu, Jing Cao,Jiannan Xiang,Yen-Ling Kuo,Zhiting Hu,Tomer Ullman,Antonio Torralba,Joshua B. Tenenbaum,Tianmin Shu
CoRR (2024)
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Pratyusha Sharma,Tamar Rott Shaham,Manel Baradad,Stephanie Fu, Adrian Rodriguez-Munoz,Shivam Duggal,Phillip Isola,Antonio Torralba
CoRR (2024)
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Tamar Rott Shaham,Sarah Schwettmann, Franklin Wang, Achyuta Rajaram,Evan Hernandez,Jacob Andreas,Antonio Torralba
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IEEE ROBOTICS AND AUTOMATION LETTERSno. 4 (2024): 3283-3290
Nature Communicationsno. 1 (2024): 1-13
Jiawei Ren,Kevin Xie,Ashkan Mirzaei,Hanxue Liang,Xiaohui Zeng,Karsten Kreis, Ziwei Liu,Antonio Torralba,Sanja Fidler,Seung Wook Kim,Huan Ling
arxiv(2024)
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IEEE transactions on pattern analysis and machine intelligenceno. 99 (2024): 1-18
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