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Poster
Thu 9:00 Model-Based Offline Planning
Arthur Argenson · Gabriel Dulac-Arnold
Poster
Mon 1:00 Set Prediction without Imposing Structure as Conditional Density Estimation
David Zhang · Gertjan J Burghouts · Cees G Snoek
Spotlight
Wed 13:28 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
Zhisheng Xiao · Karsten Kreis · Jan Kautz · Arash Vahdat
Poster
Tue 9:00 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
Zhisheng Xiao · Karsten Kreis · Jan Kautz · Arash Vahdat
Poster
Tue 1:00 Generalized Energy Based Models
Michael Arbel · Liang Zhou · Arthur Gretton
Poster
Wed 9:00 Mastering Atari with Discrete World Models
Danijar Hafner · Timothy Lillicrap · Mohammad Norouzi · Jimmy Ba
Poster
Mon 1:00 Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability
Suraj Srinivas · François Fleuret
Oral
Mon 5:30 Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability
Suraj Srinivas · François Fleuret
Poster
Wed 1:00 Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization
Tatsuya Matsushima · Hiroki Furuta · Yutaka Matsuo · Ofir Nachum · Shixiang Gu
Poster
Mon 9:00 Planning from Pixels using Inverse Dynamics Models
Keiran Paster · Sheila McIlraith · Jimmy Ba
Poster
Mon 17:00 Latent Skill Planning for Exploration and Transfer
Kevin Xie · Homanga Bharadhwaj · Danijar Hafner · Animesh Garg · Florian Shkurti
Poster
Thu 17:00 Learning Energy-Based Generative Models via Coarse-to-Fine Expanding and Sampling
Yang Zhao · Jianwen Xie · Ping Li