Timothy Mann

Self-supervised Adversarial Robustness for the Low-label, High-data Regime

Pushmeet Kohli, Sven Gowal, Aäron van den Oord, 2021, ICLR.

Data Augmentation Can Improve Robustness pdf

Sven Gowal, Timothy Mann, Olivia Wiles, 2021, NeurIPS.

Improving Robustness using Generated Data pdf

Sven Gowal, Dan Andrei Calian, Timothy Mann, 2021, NeurIPS.

Robust Reinforcement Learning for Continuous Control with Model Misspecification pdf

Martin A. Riedmiller, Nir Levine, Abbas Abdolmaleki, 2019, ICLR.

S ELF-SUPERVISED A DVERSARIAL R OBUSTNESS FOR THE L OW-LABEL , H IGH-DATA R EGIME

Aäron van den Oord, Pushmeet Kohli, Po-Sen Huang, 2021 .