基本信息
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个人简介
I have been interested in developing latent space top-down world models and the associated inference and learning algorithms for images, texts, trajectories, molecules, and biological sequences, as well as latent space representational models for computational neuroscience, such as grid cells, visual cortex, and cognitive map. A top-down world model allows explicit abstraction, composition, reasoning, and planning, which are still lacking in existing models.
研究兴趣
论文共 274 篇作者统计合作学者相似作者
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IEEE International Conference on Acoustics, Speech, and Signal Processingpp.8250-8254, (2024)
PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT III (2024): 69-83
CoRR (2024)
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Peiyu Yu,Dinghuai Zhang, Hengzhi He,Xiaojian Ma, Ruiyao Miao, Yifan Lu,Yasi Zhang,Deqian Kong,Ruiqi Gao,Jianwen Xie,Guang Cheng,Ying Nian Wu
CoRR (2024)
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CoRR (2024)
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CoRR (2024)
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Sirui Xie,Zhisheng Xiao,Diederik P Kingma,Tingbo Hou,Ying Nian Wu, Kevin Patrick Murphy,Tim Salimans,Ben Poole,Ruiqi Gao
CoRR (2024)
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作者统计
#Papers: 272
#Citation: 20838
H-Index: 63
G-Index: 143
Sociability: 6
Diversity: 1
Activity: 4
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