VITA-Group / Sparsity-Win-Robust-Generalization Star 38 Code Issues Pull requests [ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun Wang*, Santosh Balachandra*, Haoyu Ma*, Zehao Wang, Zhangyang Wang sparsity pruning generalization lottery-ticket-hypothesis robust-overfitting dynamic-sparse-training robust-generalization Updated Mar 20, 2022 Python
TreeLLi / DA-Alone-Improves-AT Star 12 Code Issues Pull requests data augmentation alone can improve adversarial training deep-neural-networks data-augmentation adversarial-training robust-overfitting Updated Mar 24, 2023 Python
TreeLLi / Combating-RO-AdvLC Star 3 Code Issues Pull requests Combating robust overfitting in adversarial training via AdvLC deep-neural-networks adversarial-training robust-overfitting Updated Dec 8, 2022 Python
michaelaerni / interpolation_robustness Star 1 Code Issues Pull requests Code for the paper "Interpolation can hurt robust generalization even when there is no noise" available here: https://papers.nips.cc/paper/2021/hash/c4f2c88e16a579900657c18726641c81-Abstract.html machine-learning regularization robustness learning-theory high-dimensional-statistics robust-overfitting Updated May 10, 2022 Jupyter Notebook