label denoising

Delving Aleatoric Uncertainty in Medical Image Segmentation via Vision Foundation Models CVPR 2026 Difficulty-Aware Label-Guided Denoising for Monocular 3D Object Detection AAAI 2026 Directional Label Diffusion Model for Learning from Noisy Labels CVPR 2025 Generalized Debiased Semi-Supervised Hashing for Large-Scale Image Retrieval AAAI 2025 Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024 CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition ACL 2023 Denoising Enhanced Distantly Supervised Ultrafine Entity Typing ACL 2023 DETA: Denoised Task Adaptation for Few-Shot Learning ICCV 2023 Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels NeurIPS 2023 Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction ACL 2023 Fine-grained Contrastive Learning for Relation Extraction EMNLP 2022 Improving Distantly Supervised Document-Level Relation Extraction Through Natural Language Inference NAACL 2022 Noisy Label Regularisation for Textual Regression COLING 2022 Programmable Annotation with Diversed Heuristics and Data Denoising COLING 2022 AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning WACV 2021 Collaborative Classification from Noisy Labels AISTATS 2021 HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations ACL 2021 In-Place Scene Labelling and Understanding With Implicit Scene Representation ICCV 2021 Multi-level Generative Models for Partial Label Learning with Non-random Label Noise IJCAI 2021 Denoising Multi-Source Weak Supervision for Neural Text Classification EMNLP 2020 Learning to Denoise Distantly-Labeled Data for Entity Typing NAACL 2019 Partial Multi-Label Learning by Low-Rank and Sparse Decomposition AAAI 2019 Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework EMNLP 2019 Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces CVPR 2018 Robust Regression on Image Manifolds for Ordered Label Denoising CVPR 2015