Edward Hu's starred repositories
retinanet-detection
Single-shot CNN object detection with RetinaNet in PyTorch.
improved_wasserstein
Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"
ot_estimators
Implementations of several fast approximate algorithms for geometric optimal transport (OT)
denoised-smoothing
Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs
smoothing-adversarial
Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"
AdversariallyRobustDistillation
Pytorch implementation of Adversarially Robust Distillation (ARD)