noisy label learning

161 papers

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Also known as

NL NLL LNL

Co-occurring keywords

label noise (496) noisy label (321) deep neural network (1801) semi-supervised learning (2331) representation learning (6174) image classification (1943) contrastive learning (3979) weakly supervised learning (1323) sample selection (107) label correction (34)

Papers

Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023

Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions under Noisy Annotations AAAI 2023

SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023

Twin Contrastive Learning With Noisy Labels CVPR 2023

Learning From Noisy Labels With Decoupled Meta Label Purifier CVPR 2023

ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels AAAI 2023

USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning AAAI 2023

Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise? ICML 2023

Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels NIPS 2023

Enhanced Meta Label Correction for Coping with Label Corruption ICCV 2023

RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels ICCV 2023

SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023

Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping NIPS 2023

Label-Noise Learning with Intrinsically Long-Tailed Data ICCV 2023

ProMix: Combating Label Noise via Maximizing Clean Sample Utility IJCAI 2023

MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels IJCAI 2023

Investigation of Music Emotion Recognition Based on Segmented Semi-Supervised Learning INTERSPEECH 2023

BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification ICCV 2023

Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos AAAI 2023

Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023

Graph-Based Self-Learning for Robust Person Re-Identification WACV 2023

NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023

Bootstrapping the Relationship Between Images and Their Clean and Noisy Labels WACV 2023

A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification IJCAI 2023

Robust Training for Speaker Verification against Noisy Labels INTERSPEECH 2023