Tianyu Pang

Papers-of-Robust-ML. Related papers for robust machine learning

Bag-of-Tricks-for-AT. Empirical tricks for training robust models (ICLR 2021)

Max-Mahalanobis-Training. Max Mahalanobis Training (ICML 2018 + ICLR 2020)

SCORE. A Self-Consistent Robust Error (ICML 2022)

Adaptive-Diversity-Promoting. Adversarial Defense for Ensemble Models (ICML 2019)

Mixup-Inference. Further improve robustness of mixup-trained models in inference (ICLR 2020)

Reverse-Cross-Entropy. Reverse Cross Entropy for Adversarial Detection (NeurIPS 2018)

Rectified-Rejection. Coupling rejection strategy against adversarial attacks (CVPR 2022)

DUAL. Python