"confidence thresholding" 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 2025arXiv:2403.14715
8
citations

When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation

Pan Liu, Jinshi Liu

ICCV 2025highlightarXiv:2509.16704
1
citations