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Workshop
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Fri 14:25
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Invited Speaker Lu Jiang - Robust Deep Learning and Applications
Lu Jiang
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Workshop
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Towards Causal Federated Learning - For enhanced robustness and privacy
Sreya Francis
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Workshop
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Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li
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Workshop
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Fri 9:36
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Contributed Talk #1: Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li · Ahmad Beirami · Virginia Smith
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Spotlight
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Wed 5:25
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Tent: Fully Test-Time Adaptation by Entropy Minimization
Dequan Wang · Evan Shelhamer · Shaoteng Liu · Bruno Olshausen · trevor darrell
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Poster
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Wed 9:00
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Provably robust classification of adversarial examples with detection
Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter
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Poster
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Mon 17:00
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Online Adversarial Purification based on Self-supervised Learning
Changhao Shi · Chester Holtz · Gal Mishne
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Poster
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Tue 9:00
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Tent: Fully Test-Time Adaptation by Entropy Minimization
Dequan Wang · Evan Shelhamer · Shaoteng Liu · Bruno Olshausen · trevor darrell
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Poster
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Mon 17:00
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When Optimizing f-Divergence is Robust with Label Noise
Jiaheng Wei · Yang Liu
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Poster
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Mon 17:00
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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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Tue 17:00
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Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration
Jaekyeom Kim · Minjung Kim · Dongyeon Woo · Gunhee Kim
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Poster
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Thu 9:00
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Domain-Robust Visual Imitation Learning with Mutual Information Constraints
Edoardo Cetin · Oya Celiktutan
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