"catastrophic overfitting" Papers

6 papers found

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Understanding and Improving Fast Adversarial Training against $l_0$ Bounded Perturbations

Xuyang Zhong, Yixiao Huang, Chen Liu

NeurIPS 2025poster

Catastrophic Overfitting: A Potential Blessing in Disguise

MN Zhao, Lihe Zhang, Yuqiu Kong et al.

ECCV 2024posterarXiv:2402.18211
1
citations

Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum

Tin Sum Cheng, Aurelien Lucchi, Anastasis Kratsios et al.

ICML 2024poster

Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency

Runqi Lin, Chaojian Yu, Bo Han et al.

ICML 2024poster

Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective

Zhaoxin Wang, Handing Wang, Cong Tian et al.

ECCV 2024posterarXiv:2407.12443
8
citations

Rethinking Fast Adversarial Training: A Splitting Technique To Overcome Catastrophic Overfitting

Masoumeh Zareapoor, Pourya Shamsolmoali

ECCV 2024poster