"robust generalization" Papers

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Continuous Domain Generalization

Zekun CAI, Yiheng YAO, Guangji Bai et al.

NEURIPS 2025arXiv:2505.13519
1
citations

Generating Less Certain Adversarial Examples Improves Robust Generalization

Minxing Zhang, Michael Backes, Xiao Zhang

ICLR 2025arXiv:2310.04539
1
citations

Short-length Adversarial Training Helps LLMs Defend Long-length Jailbreak Attacks: Theoretical and Empirical Evidence

Shaopeng Fu, Liang Ding, Jingfeng ZHANG et al.

NEURIPS 2025arXiv:2502.04204
6
citations

Benign Overfitting in Adversarial Training of Neural Networks

Yunjuan Wang, Kaibo Zhang, Raman Arora

ICML 2024

Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts

Ha Manh Bui, Anqi Liu

ICML 2024arXiv:2302.06495
9
citations

Discovering Environments with XRM

Mohammad Pezeshki, Diane Bouchacourt, Mark Ibrahim et al.

ICML 2024arXiv:2309.16748
21
citations

Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection

Nils Palumbo, Yang Guo, Xi Wu et al.

ICML 2024arXiv:2305.17528