"robustness-accuracy trade-off" Papers

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Doppelgängers and Adversarial Vulnerability

George Kamberov

CVPR 2025highlightarXiv:2410.13193

On the Robustness Tradeoff in Fine-Tuning

Kunyang Li, Jean-Charles Noirot Ferrand, Ryan Sheatsley et al.

ICCV 2025arXiv:2503.14836
1
citations

Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off

Futa Waseda, Ching-Chun Chang, Isao Echizen

ICLR 2025arXiv:2402.14648
3
citations

What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks

Ching-Yun (Irene) Ko, Pin-Yu Chen, Payel Das et al.

ICML 2024