conftrace_

robust overfitting

15 papers

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RO

Co-occurring keywords

adversarial training (1262) adversarial robustness (1341) data augmentation (3052) robust generalization (31) generalization bound (652) loss landscape (149) stochastic gradient descent (1091) adversarial datum (6) calibration method (9) corruption resistance (1)

Papers

Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM CVPR 2024
Exploring Adversarial Robustness of Deep State Space Models NIPS 2024
Mitigating robust overfitting via self-residual-calibration regularization (Abstract Reprint) IJCAI 2024
Exploring Robust Overfitting for Pre-trained Language Models ACL 2023
Certified Robust Neural Networks: Generalization and Corruption Resistance ICML 2023
Improving Robustness with Adaptive Weight Decay NIPS 2023
Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective NIPS 2023
Label Noise in Adversarial Training: A Novel Perspective to Study Robust Overfitting NIPS 2022
What You See is What You Get: Principled Deep Learning via Distributional Generalization NIPS 2022
Understanding Robust Overfitting of Adversarial Training and Beyond ICML 2022
Stability Analysis and Generalization Bounds of Adversarial Training NIPS 2022
Consistency Regularization for Adversarial Robustness AAAI 2022
Relating Adversarially Robust Generalization to Flat Minima ICCV 2021
Interpolation can hurt robust generalization even when there is no noise NIPS 2021
Data Augmentation Can Improve Robustness NIPS 2021