"selective classification" Papers

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Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It

Guoxuan Xia, Olivier Laurent, Gianni Franchi et al.

ICLR 2025posterarXiv:2403.14715
7
citations

Confidence-aware Contrastive Learning for Selective Classification

Yu-Chang Wu, Shen-Huan Lyu, Haopu Shang et al.

ICML 2024poster

OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport

Liangliang Shi, Jack Fan, Junchi Yan

ICML 2024poster

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

Nils Palumbo, Yang Guo, Xi Wu et al.

ICML 2024poster