Workshop

Fri 14:25

Invited Speaker Lu Jiang - Robust Deep Learning and Applications
Lu Jiang

Workshop

Towards Causal Federated Learning - For enhanced robustness and privacy
Sreya Francis

Workshop

Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li

Spotlight

Wed 5:25

Tent: Fully Test-Time Adaptation by Entropy Minimization
Dequan Wang · Evan Shelhamer · Shaoteng Liu · Bruno Olshausen · trevor darrell

Workshop

Fri 9:36

Contributed Talk #1: Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li · Ahmad Beirami · Virginia Smith

Poster

Wed 9:00

Provably robust classification of adversarial examples with detection
Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter

Poster

Mon 17:00

Online Adversarial Purification based on Self-supervised Learning
Changhao Shi · Chester Holtz · Gal Mishne

Poster

Tue 9:00

Tent: Fully Test-Time Adaptation by Entropy Minimization
Dequan Wang · Evan Shelhamer · Shaoteng Liu · Bruno Olshausen · trevor darrell

Poster

Mon 17:00

When Optimizing $f$-Divergence is Robust with Label Noise
Jiaheng Wei · Yang Liu

Poster

Mon 17:00

Robust Curriculum Learning: from clean label detection to noisy label self-correction
Tianyi Zhou · Shengjie Wang · Jeff Bilmes

Poster

Tue 17:00

Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration
Jaekyeom Kim · Minjung Kim · Dongyeon Woo · Gunhee Kim

Poster

Thu 9:00

Domain-Robust Visual Imitation Learning with Mutual Information Constraints
Edoardo Cetin · Oya Celiktutan