"robust classification" Papers

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Adversarial Training for Defense Against Label Poisoning Attacks

Melis Ilayda Bal, Volkan Cevher, Michael Muehlebach

ICLR 2025oralarXiv:2502.17121
2
citations

An Effective Manifold-based Optimization Method for Distributionally Robust Classification

Jiawei Huang, Hu Ding

ICLR 2025

Directional Label Diffusion Model for Learning from Noisy Labels

Senyu Hou, Gaoxia Jiang, Jia Zhang et al.

CVPR 2025
1
citations

Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training

Jiacheng Zhang, Feng Liu, Dawei Zhou et al.

ICML 2024arXiv:2406.00685
7
citations