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Tutorial
Mon 1:00 Representation Learning Without Labels
S. M. Ali Eslami · Irina Higgins · Danilo J. Rezende
Tutorial
Mon 8:00 Model-Based Methods in Reinforcement Learning
Igor Mordatch · Jessica Hamrick
Affinity Workshop
Mon 8:40 DeepMind: DeepMind at WiML Un-workshop
Meire Fortunato
Affinity Workshop
Mon 11:00 Invited Talk: Doina Precup on Building Knowledge for AI Agents with Reinforcement Learning
Doina Precup
Affinity Workshop
Mon 12:35 Mentoring Panel: Doina Precup, Deborah Raji, Anima Anandkumar, Angjoo Kanazawa and Sinead Williamson (moderator).
Doina Precup · Inioluwa Raji · Angjoo Kanazawa · Sinead A Williamson · Animashree Anandkumar
Poster
Tue 7:00 Improving the Gating Mechanism of Recurrent Neural Networks
Albert Gu · Caglar Gulcehre · Thomas Paine · Matthew Hoffman · Razvan Pascanu
Poster
Tue 7:00 What Can Learned Intrinsic Rewards Capture?
Zeyu Zheng · Junhyuk Oh · Matteo Hessel · Zhongwen Xu · Manuel Kroiss · Hado van Hasselt · David Silver · Satinder Singh
Poster
Tue 7:00 Improving Generative Imagination in Object-Centric World Models
Zhixuan Lin · Yi-Fu Wu · Skand Peri · Bofeng Fu · Jindong Jiang · Sungjin Ahn
Poster
Tue 7:00 Evaluating Lossy Compression Rates of Deep Generative Models
Sicong Huang · Alireza Makhzani · Yanshuai Cao · Roger Grosse
Poster
Tue 7:00 On Second-Order Group Influence Functions for Black-Box Predictions
Samyadeep Basu · Xuchen You · Soheil Feizi
Poster
Tue 7:00 On Implicit Regularization in $\beta$-VAEs
Abhishek Kumar · Ben Poole
Poster
Tue 7:00 ControlVAE: Controllable Variational Autoencoder
Huajie Shao · Shuochao Yao · Dachun Sun · Aston Zhang · Shengzhong Liu · Dongxin Liu · Jun Wang · Tarek Abdelzaher