"label noise" 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)

Paper Type

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Are Sparse Autoencoders Useful? A Case Study in Sparse Probing

Subhash Kantamneni, Josh Engels, Senthooran Rajamanoharan et al.

ICML 2025arXiv:2502.16681
56
citations

Combating Semantic Contamination in Learning with Label Noise

Wenxiao Fan, Kan Li

AAAI 2025paperarXiv:2412.11620
1
citations

Regretful Decisions under Label Noise

Sujay Nagaraj, Yang Liu, Flavio Calmon et al.

ICLR 2025arXiv:2504.09330
3
citations

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

Jie Zhang, Xun Gong, Zhonglin Sun

AAAI 2025paperarXiv:2412.12031
1
citations

Rethinking Self-Distillation: Label Averaging and Enhanced Soft Label Refinement with Partial Labels

Hyeonsu Jeong, Hye Won Chung

ICLR 2025arXiv:2402.10482
1
citations

FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning

Xinyuan Ji, Zhaowei Zhu, Wei Xi et al.

AAAI 2024paperarXiv:2403.16561
20
citations

Instance-dependent Noisy-label Learning with Graphical Model Based Noise-rate Estimation

Arpit Garg, Cuong Cao Nguyen, RAFAEL FELIX et al.

ECCV 2024arXiv:2305.19486
5
citations

Pi-DUAL: Using privileged information to distinguish clean from noisy labels

Ke Wang, Guillermo Ortiz-Jimenez, Rodolphe Jenatton et al.

ICML 2024arXiv:2310.06600
5
citations

Regroup Median Loss for Combating Label Noise

Authors: Fengpeng Li, Kemou Li, Jinyu Tian et al.

AAAI 2024paperarXiv:2312.06273
15
citations