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Poster
Wed 9:00 Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning
Valerie Chen · Abhinav Gupta · Kenneth Marino
Poster
Mon 17:00 Optimal Regularization can Mitigate Double Descent
Preetum Nakkiran · Prayaag Venkat · Sham M Kakade · Tengyu Ma
Poster
Thu 1:00 Efficient Generalized Spherical CNNs
Oliver Cobb · Christopher Wallis · Augustine Mavor-Parker · Augustin Marignier · Matthew Price · Mayeul d'Avezac · Jason McEwen
Poster
Wed 17:00 A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks
Renjie Liao · Raquel Urtasun · Richard Zemel
Poster
Thu 9:00 Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
Rishabh Agarwal · Marlos C. Machado · Pablo Samuel Castro · Marc G Bellemare
Poster
Wed 1:00 Removing Undesirable Feature Contributions Using Out-of-Distribution Data
Saehyung Lee · Changhwa Park · Hyungyu Lee · Jihun Yi · Jonghyun Lee · Sungroh Yoon
Spotlight
Mon 12:55 Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
Rewon Child
Poster
Mon 17:00 Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
Rewon Child
Poster
Wed 9:00 For self-supervised learning, Rationality implies generalization, provably
Yamini Bansal · Gal Kaplun · Boaz Barak
Poster
Mon 1:00 Domain Generalization with MixStyle
Kaiyang Zhou · Yongxin Yang · Yu Qiao · Tao Xiang
Poster
Tue 9:00 Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments
Daochen Zha · Wenye Ma · Lei Yuan · Xia Hu · Ji Liu
Poster
Thu 9:00 Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds
Bogdan Georgiev · Lukas Franken · Mayukh Mukherjee