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An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning
[website]
[paper]
Jaesik Yoon, Yi-Fu Wu, Heechul Bae, Sungjin Ahn
ICML 23
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Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
[website]
[paper]
Gautam Singh, Yi-Fu Wu, Sungjin Ahn
NeurIPS 22
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TransDreamer: Reinforcement Learning with Transformer World Models
[paper]
Chang Chen, Jaesik Yoon, Yi-Fu Wu, Sungjin Ahn
NeurIPS 21 Deep RL Workshop
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Generative Video Transformer: Can Objects be the Words?
[paper]
Yi-Fu Wu, Jaesik Yoon, Sungjin Ahn
ICML 2021
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Zhixuan Lin, Yi-Fu Wu, Skand, Bofeng Fu, Jindong Jiang, Sungjin Ahn
ICML 2020
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SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition
[website]
[paper]
[code]
{Zhixuan Lin, Yi-Fu Wu, Skand, Weihao Sun}, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn
ICLR 2020