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19 Results
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Workshop
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Fri 11:16 |
Percy Liang - Self-training Algorithms and Analyses for Unsupervised Domain Adaptation Percy Liang |
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Poster
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Wed 17:00 |
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Sang Michael Xie · Ananya Kumar · Robbie Jones · Fereshte Khani · Tengyu Ma · Percy Liang |
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Oral
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Thu 19:00 |
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Colin Wei · Kendrick Shen · Yining Chen · Tengyu Ma |
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Poster
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Thu 17:00 |
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Colin Wei · Kendrick Shen · Yining Chen · Tengyu Ma |
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Oral
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Thu 13:15 |
Self-training For Few-shot Transfer Across Extreme Task Differences Cheng Perng Phoo · Bharath Hariharan |
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Poster
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Mon 17:00 |
Self-training For Few-shot Transfer Across Extreme Task Differences Cheng Perng Phoo · Bharath Hariharan |
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Poster
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Thu 9:00 |
A Critique of Self-Expressive Deep Subspace Clustering Benjamin Haeffele · Chong You · Rene Vidal |
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Oral
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Wed 3:00 |
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy · Lucas Beyer · Alexander Kolesnikov · Dirk Weissenborn · Xiaohua Zhai · Thomas Unterthiner · Mostafa Dehghani · Matthias Minderer · Georg Heigold · Sylvain Gelly · Jakob Uszkoreit · Neil Houlsby |
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Poster
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Wed 1:00 |
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy · Lucas Beyer · Alexander Kolesnikov · Dirk Weissenborn · Xiaohua Zhai · Thomas Unterthiner · Mostafa Dehghani · Matthias Minderer · Georg Heigold · Sylvain Gelly · Jakob Uszkoreit · Neil Houlsby |
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Poster
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Mon 17:00 |
Robust Curriculum Learning: from clean label detection to noisy label self-correction Tianyi Zhou · Shengjie Wang · Jeff Bilmes |
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Poster
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Wed 9:00 |
For self-supervised learning, Rationality implies generalization, provably Yamini Bansal · Gal Kaplun · Boaz Barak |
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Poster
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Mon 9:00 |
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective Boxin Wang · Shuohang Wang · Yu Cheng · Zhe Gan · Ruoxi Jia · Bo Li · Jingjing Liu |