noisy label learning

RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025 Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025 Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition EMNLP 2025 Weakly-Supervised Contrastive Learning for Imprecise Class Labels ICML 2025 Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning AAAI 2024 Collaborative Refining for Learning from Inaccurate Labels NeurIPS 2024 Contrastive Credibility Propagation for Reliable Semi-supervised Learning AAAI 2024 Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning ICLR 2024 Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning CVPR 2024 Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024 Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations NeurIPS 2024 L2B: Learning to Bootstrap Robust Models for Combating Label Noise CVPR 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures AISTATS 2024 Negative Pre-aware for Noisy Cross-Modal Matching AAAI 2024 Noise-Aware Image Captioning with Progressively Exploring Mismatched Words AAAI 2024 NoiseGPT: Label Noise Detection and Rectification through Probability Curvature NeurIPS 2024 Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom NeurIPS 2024 Noisy Multi-Label Text Classification via Instance-Label Pair Correction NAACL 2024 Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024 Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024 Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning AAAI 2024 Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users ACL 2023 Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023 ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels AAAI 2023