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Workshop
Fri 16:01 Contributed Talk 5 - On Calibration and Out-of-Domain Generalization
Yoav Wald
Poster
Thu 17:00 Contrastive Syn-to-Real Generalization
Wuyang Chen · Zhiding Yu · Shalini De Mello · Sifei Liu · Jose M. Alvarez · Zhangyang Wang · Anima Anandkumar
Poster
Mon 17:00 Robust and Generalizable Visual Representation Learning via Random Convolutions
Zhenlin Xu · Deyi Liu · Junlin Yang · Colin Raffel · Marc Niethammer
Poster
Mon 1:00 Domain Generalization with MixStyle
Kaiyang Zhou · Yongxin Yang · Yu Qiao · Tao Xiang
Poster
Wed 17:00 In Search of Lost Domain Generalization
Ishaan Gulrajani · David Lopez-Paz
Poster
Thu 1:00 CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
Ossama Ahmed · Frederik Träuble · Anirudh Goyal · Alexander Neitz · Manuel Wuthrich · Yoshua Bengio · Bernhard Schoelkopf · Stefan Bauer
Poster
Mon 1:00 MetaNorm: Learning to Normalize Few-Shot Batches Across Domains
Yingjun Du · Xiantong Zhen · Ling Shao · Cees G Snoek