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