"label noise" Papers
9 papers found
Conference
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