hendrycks / robustnessLinks
Corruption and Perturbation Robustness (ICLR 2019)
☆1,124Updated 3 years ago
Alternatives and similar repositories for robustness
Users that are interested in robustness are comparing it to the libraries listed below
Sorting:
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆987Updated 7 months ago
- A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.☆946Updated last year
- Open-source code for paper "Dataset Distillation"☆818Updated 6 months ago
- Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improv…☆809Updated 2 years ago
- Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch☆478Updated 5 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆358Updated 8 months ago
- RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]☆757Updated 9 months ago
- A Toolbox for Adversarial Robustness Research☆1,359Updated 2 years ago
- ☆615Updated 3 weeks ago
- Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)☆524Updated last month
- mixup: Beyond Empirical Risk Minimization☆1,196Updated 4 years ago
- Pretrained TorchVision models on CIFAR10 dataset (with weights)☆688Updated 2 years ago
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆733Updated last year
- Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)☆519Updated 2 years ago
- TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)☆551Updated 2 years ago
- ☆340Updated 5 months ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆539Updated 4 years ago
- Python package to corrupt arbitrary images.☆457Updated 7 months ago
- Unofficial PyTorch Reimplementation of RandAugment.☆638Updated 2 years ago
- A smaller subset of 10 easily classified classes from Imagenet, and a little more French☆1,090Updated 3 years ago
- Pretrained models on CIFAR10/100 in PyTorch☆380Updated 7 months ago
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆280Updated 4 years ago
- A new test set for ImageNet☆261Updated 2 years ago
- Related papers for robust machine learning☆567Updated 2 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆454Updated 5 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆349Updated 6 years ago
- Full-gradient saliency maps☆212Updated 2 years ago
- All about domain generalization☆841Updated 10 months ago
- Wide Residual Networks (WideResNets) in PyTorch☆347Updated 4 years ago
- Compare neural networks by their feature similarity☆377Updated 2 years ago