robustness topic
List
robustness repositories
imagenet-r
244
Stars
15
Forks
Watchers
ImageNet-R(endition) and DeepAugment (ICCV 2021)
natural-adv-examples
576
Stars
51
Forks
Watchers
A Harder ImageNet Test Set (CVPR 2021)
pre-training
98
Stars
17
Forks
Watchers
Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
robustness
974
Stars
145
Forks
Watchers
Corruption and Perturbation Robustness (ICLR 2019)
ss-ood
263
Stars
31
Forks
Watchers
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
perceptual-advex
54
Stars
9
Forks
Watchers
Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".
smoothing-consistency
33
Stars
3
Forks
Watchers
Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)
advertorch
1.3k
Stars
192
Forks
Watchers
A Toolbox for Adversarial Robustness Research
linqit
245
Stars
14
Forks
Watchers
Extend python lists operations using .NET's LINQ syntax for clean and fast coding.