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Invited Talk
Thu 16:00 Self-Supervision for Learning from the Bottom Up
Alexei Efros
Workshop
Fri 6:00 Invited Talk Live: The energy-based view of self-supervised learning
Poster
Thu 9:00 A Critique of Self-Expressive Deep Subspace Clustering
Benjamin Haeffele · Chong You · Rene Vidal
Poster
Wed 1:00 Negative Data Augmentation
Abhishek Sinha · Kumar Ayush · Jiaming Song · Burak Uzkent · Hongxia Jin · Stefano Ermon
Poster
Tue 1:00 Generalized Multimodal ELBO
Thomas Sutter · Imant Daunhawer · Julia E Vogt
Oral
Thu 13:15 Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan
Poster
Mon 17:00 Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan
Poster
Tue 1:00 MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering
Tsung Wei Tsai · Chongxuan Li · Jun Zhu
Spotlight
Wed 5:25 Tent: Fully Test-Time Adaptation by Entropy Minimization
Dequan Wang · Evan Shelhamer · Shaoteng Liu · Bruno Olshausen · trevor darrell
Poster
Mon 9:00 What Should Not Be Contrastive in Contrastive Learning
Tete Xiao · Xiaolong Wang · Alexei Efros · trevor darrell
Poster
Wed 9:00 For self-supervised learning, Rationality implies generalization, provably
Yamini Bansal · Gal Kaplun · Boaz Barak
Oral
Thu 19:00 Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data
Colin Wei · Kendrick Shen · Yining Chen · Tengyu Ma