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Poster
Mon 1:00 MetaNorm: Learning to Normalize Few-Shot Batches Across Domains
Yingjun Du · Xiantong Zhen · Ling Shao · Cees G Snoek
Poster
Mon 17:00 Tilted Empirical Risk Minimization
Tian Li · Ahmad Beirami · Maziar Sanjabi · Virginia Smith
Poster
Wed 17:00 ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
Mohit Shridhar · Eric Yuan · Marc-Alexandre Cote · Yonatan Bisk · Adam Trischler · Matthew Hausknecht
Poster
Wed 17:00 Emergent Symbols through Binding in External Memory
Taylor Webb · Ishan Sinha · Jonathan Cohen
Spotlight
Thu 12:20 Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
Rishabh Agarwal · Marlos C. Machado · Pablo Samuel Castro · Marc G Bellemare
Spotlight
Tue 11:30 How Does Mixup Help With Robustness and Generalization?
Linjun Zhang · Zhun Deng · Kenji Kawaguchi · Amirata Ghorbani · James Zou
Spotlight
Thu 19:25 Self-Supervised Policy Adaptation during Deployment
Nicklas Hansen · Rishabh Jangir · Yu Sun · Guillem AlenyĆ  · Pieter Abbeel · Alexei Efros · Lerrel Pinto · Xiaolong Wang
Spotlight
Mon 12:25 Sharpness-aware Minimization for Efficiently Improving Generalization
Pierre Foret · Ariel Kleiner · Hossein Mobahi · Behnam Neyshabur
Spotlight
Mon 12:55 Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
Rewon Child
Spotlight
Mon 4:40 How Benign is Benign Overfitting ?
Amartya Sanyal · Puneet Dokania · Varun Kanade · Philip Torr
Spotlight
Tue 5:18 Learning Incompressible Fluid Dynamics from Scratch - Towards Fast, Differentiable Fluid Models that Generalize
Nils Wandel · Michael Weinmann · Reinhard Klein
Poster
Mon 17:00 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks
Alexander Levine · Soheil Feizi