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Robustify Black-Box Models (ICLR'22 - Spotlight)
[NeurIPS 2021] Fast Certified Robust Training with Short Warmup
[ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies
Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets
[ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers
Implementation of Boosting Certified $\ell_\infty$-dist Robustness with EMA Method and Ensemble Model
[SRML@ICLR 2022] Robust and Accurate -- Compositional Architectures for Randomized Smoothing