Yi-Fu Wu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Vector Quantization

Scene Representation

Complex Objects

Object Description

Top Venues

Publications

Yi-Fu Wu, Minseung Lee, Sungjin Ahn
Structured World Modeling via Semantic Vector Quantization. CoRR (2024)
Yi-Fu Wu, Minseung Lee, Sungjin Ahn
Neural Language of Thought Models. ICLR (2024)
Yi-Fu Wu, Minseung Lee, Sungjin Ahn
Object-Centric Semantic Vector Quantization. UniReps (2023)
Jaesik Yoon, Yi-Fu Wu, Heechul Bae, Sungjin Ahn
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning. CoRR (2023)
Jaesik Yoon, Yi-Fu Wu, Heechul Bae, Sungjin Ahn
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning. ICML (2023)
Gautam Singh, Yi-Fu Wu, Sungjin Ahn
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos. CoRR (2022)
Chang Chen, Yi-Fu Wu, Jaesik Yoon, Sungjin Ahn
TransDreamer: Reinforcement Learning with Transformer World Models. CoRR (2022)
Gautam Singh, Yi-Fu Wu, Sungjin Ahn
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos. NeurIPS (2022)
Yi-Fu Wu, Jaesik Yoon, Sungjin Ahn
Generative Video Transformer: Can Objects be the Words? ICML (2021)
Yi-Fu Wu, Jaesik Yoon, Sungjin Ahn
Generative Video Transformer: Can Objects be the Words? CoRR (2021)
Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Weihao Sun, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition. CoRR (2020)
Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Bofeng Fu, Jindong Jiang, Sungjin Ahn
Improving Generative Imagination in Object-Centric World Models. ICML (2020)
Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Weihao Sun, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition. ICLR (2020)
Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Bofeng Fu, Jindong Jiang, Sungjin Ahn
Improving Generative Imagination in Object-Centric World Models. CoRR (2020)