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Poster
Mon 17:00 Representation Learning for Sequence Data with Deep Autoencoding Predictive Components
Junwen Bai · Weiran Wang · Yingbo Zhou · Caiming Xiong
Poster
Tue 1:00 Prototypical Contrastive Learning of Unsupervised Representations
Junnan Li · Pan Zhou · Caiming Xiong · Steven Hoi
Poster
Tue 9:00 Unsupervised Object Keypoint Learning using Local Spatial Predictability
Anand Gopalakrishnan · Sjoerd van Steenkiste · Jürgen Schmidhuber
Poster
Tue 9:00 Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding
Sana Tonekaboni · Danny Eytan · Anna Goldenberg
Poster
Tue 17:00 Viewmaker Networks: Learning Views for Unsupervised Representation Learning
Alex Tamkin · Mike Wu · Noah Goodman
Spotlight
Wed 13:18 Unsupervised Object Keypoint Learning using Local Spatial Predictability
Anand Gopalakrishnan · Sjoerd van Steenkiste · Jürgen Schmidhuber
Poster
Thu 9:00 Contrastive Learning with Hard Negative Samples
Joshua Robinson · Ching-Yao Chuang · Suvrit Sra · Stefanie Jegelka
Poster
Thu 9:00 Integrating Categorical Semantics into Unsupervised Domain Translation
Samuel Lavoie · Faruk Ahmed · Aaron Courville
Poster
Thu 17:00 $i$-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning
Kibok Lee · Yian Zhu · Kihyuk Sohn · Chun-Liang Li · Jinwoo Shin · Honglak Lee
Poster
Thu 17:00 CO2: Consistent Contrast for Unsupervised Visual Representation Learning
Chen Wei · Huiyu Wang · Wei Shen · Alan Yuille