robust-overfitting

Here are 5 public repositories matching this topic...

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

sparsity pruning generalization lottery-ticket-hypothesis robust-overfitting dynamic-sparse-training robust-generalization

Updated Mar 20, 2022
Python

TreeLLi / DA-Alone-Improves-AT

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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

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Combating robust overfitting in adversarial training via AdvLC

deep-neural-networks adversarial-training robust-overfitting

Updated Dec 8, 2022
Python

michaelaerni / interpolation_robustness

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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

HongsinLee / why-robust-teachers-fail

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[ICML 2026] Official implementation of "Toward Understanding Adversarial Distillation: Why Robust Teachers Fail."

knowledge-distillation adversarial-training adversarial-robustness robust-overfitting adversarial-distillation icml-2026

Updated Jun 1, 2026
Python

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