label noise

Does label smoothing mitigate label noise? ICML 2020 Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning NeurIPS 2020 Early-Learning Regularization Prevents Memorization of Noisy Labels NeurIPS 2020 Efficient active learning of sparse halfspaces with arbitrary bounded noise NeurIPS 2020 Efficiently Learning Adversarially Robust Halfspaces with Noise ICML 2020 Efficient, Noise-Tolerant, and Private Learning via Boosting COLT 2020 Error-Bounded Correction of Noisy Labels ICML 2020 Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP 2020 Generative Pseudo-label Refinement for Unsupervised Domain Adaptation WACV 2020 Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition CVPR 2020 Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks AISTATS 2020 How Does Label Noise Affect the Quality of Speaker Embeddings? Interspeech 2020 Identifying Incorrect Labels in the CoNLL-2003 Corpus CoNLL 2020 Identifying Mislabeled Data using the Area Under the Margin Ranking NeurIPS 2020 Improving generalization by controlling label-noise information in neural network weights ICML 2020 Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution COLING 2020 Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods COLING 2020 IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020 Label Distribution for Learning with Noisy Labels IJCAI 2020 Label Noise in Context ACL 2020 Label-Noise Robust Domain Adaptation ICML 2020 Learning From Noisy Anchors for One-Stage Object Detection CVPR 2020 Learning from Noisy Labels via Discrepant Collaborative Training WACV 2020 Learning From Web Data With Self-Organizing Memory Module CVPR 2020 Learning with Multiple Complementary Labels ICML 2020