"label smoothing" Papers

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AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition

Jie Zhang, Xun Gong, Zhonglin Sun

AAAI 2025paperarXiv:2412.12031
1
citations

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

Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs

Jin Li, Qirong Zhang, Shuling Xu et al.

AAAI 2024paperarXiv:2312.08221
3
citations

Does Label Smoothing Help Deep Partial Label Learning?

Xiuwen Gong, Nitin Bisht, Guandong Xu

ICML 2024

Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF

Banghua Zhu, Michael Jordan, Jiantao Jiao

ICML 2024arXiv:2401.16335
48
citations

Unveiling the Dynamics of Information Interplay in Supervised Learning

Kun Song, Zhiquan Tan, Bochao Zou et al.

ICML 2024arXiv:2406.03999
3
citations