label correction

A²LC: Active and Automated Label Correction for Semantic Segmentation AAAI 2026 TANGO: Text-Anchored Guided Optimization for Robust Fine-tuning Vision-Language Models under Label Noise CVPR 2026 A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025 Directional Label Diffusion Model for Learning from Noisy Labels CVPR 2025 Distribution-Consistency-Guided Multi-modal Hashing AAAI 2025 Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts EMNLP 2025 Meta Label Correction with Generalization Regularizer IJCAI 2025 RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition AAAI 2025 Revisiting Interpolation for Noisy Label Correction AAAI 2025 Active Label Correction for Semantic Segmentation with Foundation Models ICML 2024 Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments AAAI 2024 Noise Correction on Subjective Datasets ACL 2024 Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods NeurIPS 2024 Robust Classification via Regression for Learning with Noisy Labels ICLR 2024 Suppressing Uncertainty in Gaze Estimation AAAI 2024 CrossSplit: Mitigating Label Noise Memorization through Data Splitting ICML 2023 CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels NeurIPS 2023 Enhanced Meta Label Correction for Coping with Label Corruption ICCV 2023 Holistic Label Correction for Noisy Multi-Label Classification ICCV 2023 Label Correction of Crowdsourced Noisy Annotations with an Instance-Dependent Noise Transition Model NeurIPS 2023 Learning From Noisy Labels With Decoupled Meta Label Purifier CVPR 2023 Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning EMNLP 2023 Mutual Partial Label Learning with Competitive Label Noise ICLR 2023 Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels NeurIPS 2023 SELC: Self-Ensemble Label Correction Improves Learning with Noisy Labels IJCAI 2022