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GitHub topics: robust-overfitting

VITA-Group/Sparsity-Win-Robust-Generalization

[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

Language: Python - Size: 1.02 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 39 - Forks: 2

TreeLLi/Combating-RO-AdvLC

Combating robust overfitting in adversarial training via AdvLC

Language: Python - Size: 38.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

TreeLLi/DA-Alone-Improves-AT

data augmentation alone can improve adversarial training

Language: Python - Size: 38.1 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

michaelaerni/interpolation_robustness

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

Language: Jupyter Notebook - Size: 3.36 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

Related Keywords
robust-overfitting 4 adversarial-training 2 deep-neural-networks 2 dynamic-sparse-training 1 generalization 1 lottery-ticket-hypothesis 1 pruning 1 robust-generalization 1 sparsity 1 data-augmentation 1 high-dimensional-statistics 1 learning-theory 1 machine-learning 1 regularization 1 robustness 1