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Workshop
Fri 6:34 Min-Entropy Sampling Might Lead to Better Generalization in Deep Text Classification, Nimrah Shakeel
Nimrah Shakeel
Workshop
Fast Inference and Transfer of Compositional Task Structure for Few-shot Task Generalization
Sungryull Sohn · Hyunjae Woo · Jongwook Choi · Izzeddin Gur · Aleksandra Faust · Honglak Lee
Poster
Wed 9:00 Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning
Valerie Chen · Abhinav Gupta · Kenneth Marino
Poster
Tue 1:00 Intraclass clustering: an implicit learning ability that regularizes DNNs
Simon Carbonnelle · Christophe De Vleeschouwer
Poster
Mon 17:00 Tilted Empirical Risk Minimization
Tian Li · Ahmad Beirami · Maziar Sanjabi · Virginia Smith
Poster
Thu 9:00 Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds
Bogdan Georgiev · Lukas Franken · Mayukh Mukherjee
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
Tue 9:00 Transient Non-stationarity and Generalisation in Deep Reinforcement Learning
Maximilian Igl · Gregory Farquhar · Jelena Luketina · Wendelin Boehmer · Shimon Whiteson
Poster
Mon 9:00 Self-Supervised Policy Adaptation during Deployment
Nicklas Hansen · Rishabh Jangir · Yu Sun · Guillem AlenyĆ  · Pieter Abbeel · Alexei Efros · Lerrel Pinto · Xiaolong Wang
Poster
Mon 1:00 MetaNorm: Learning to Normalize Few-Shot Batches Across Domains
Yingjun Du · Xiantong Zhen · Ling Shao · Cees G Snoek
Poster
Wed 17:00 In Search of Lost Domain Generalization
Ishaan Gulrajani · David Lopez-Paz
Poster
Wed 17:00 Fast And Slow Learning Of Recurrent Independent Mechanisms
Kanika Madan · Nan Rosemary Ke · Anirudh Goyal · Bernhard Schoelkopf · Yoshua Bengio