Yi-Fu Wu
Yi-Fu Wu
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Space: Unsupervised object-oriented scene representation via spatial attention and decomposition
Z Lin, YF Wu, SV Peri, W Sun, G Singh, F Deng, J Jiang, S Ahn
arXiv preprint arXiv:2001.02407, 2020
Simple unsupervised object-centric learning for complex and naturalistic videos
G Singh, YF Wu, S Ahn
Advances in Neural Information Processing Systems 35, 18181-18196, 2022
Improving generative imagination in object-centric world models
Z Lin, YF Wu, S Peri, B Fu, J Jiang, S Ahn
International conference on machine learning, 6140-6149, 2020
Transdreamer: Reinforcement learning with transformer world models
C Chen, YF Wu, J Yoon, S Ahn
arXiv preprint arXiv:2202.09481, 2022
Generative video transformer: Can objects be the words?
YF Wu, J Yoon, S Ahn
International Conference on Machine Learning, 11307-11318, 2021
An investigation into pre-training object-centric representations for reinforcement learning
J Yoon, YF Wu, H Bae, S Ahn
arXiv preprint arXiv:2302.04419, 2023
Inverted-attention transformers can learn object representations: Insights from slot attention
YF Wu, K Greff, GF Elsayed, MC Mozer, T Kipf, S van Steenkiste
Causal Representation Learning Workshop at NeurIPS 2023, 2023
Neural Language of Thought Models
YF Wu, M Lee, S Ahn
arXiv preprint arXiv:2402.01203, 2024
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