"noisy label correction" Papers

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Guiding Noisy Label Conditional Diffusion Models with Score-based Discriminator Correction

Dat Cong, Hieu Tran, Hoang Thanh-Tung

ICCV 2025arXiv:2508.19581

Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization

Kuan Zhang, Chengliang Chai, Jingzhe Xu et al.

NEURIPS 2025arXiv:2505.00812

Learning to Clean: Reinforcement Learning for Noisy Label Correction

Marzi Heidari, Hanping Zhang, Yuhong Guo

NEURIPS 2025arXiv:2511.19808

Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction

Quan Zhang, Yuxin Qi, Xi Tang et al.

AAAI 2025paperarXiv:2501.11124

Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments

Churan Zhi, Junbao Zhuo, Shuhui Wang

AAAI 2024paperarXiv:2403.12883

Federated Learning with Extremely Noisy Clients via Negative Distillation

Yang Lu, Lin Chen, Yonggang Zhang et al.

AAAI 2024paperarXiv:2312.12703