This is the official repository code for "Particle-based Adversarial Local Distribution Regularization", AISTATS 2022

ALD-Regularization: You can use the ALD regularization loss for your own purposes

• ald_pgd: PGD variant for robust ML
• ald_trades: TRADES varian for robust ML
• ald_semi: Semisupervised learning variant
• ald_semi_mixup: Semisupervised learning + mixup variant

Paper-src: The implementation of the paper (Comming soon)