conftrace_

label noise

498 papers

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Co-occurring keywords

noisy label (321) noisy label learning (163) deep neural network (1803) semi-supervised learning (2341) weakly supervised learning (1328) text classification (6793) image classification (1944) data augmentation (3052) representation learning (6206) active learning (1301)

Papers

Early-Learning Regularization Prevents Memorization of Noisy Labels NIPS 2020
A Topological Filter for Learning with Label Noise NIPS 2020
Meta-Learning for Speech Emotion Recognition Considering Ambiguity of Emotion Labels INTERSPEECH 2020
Deep k-NN for Noisy Labels ICML 2020
Does label smoothing mitigate label noise? ICML 2020
Label-Noise Robust Domain Adaptation ICML 2020
Probabilistic Regression for Visual Tracking CVPR 2020
Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data AAAI 2020
Deep Discriminative CNN with Temporal Ensembling for Ambiguously-Labeled Image Classification AAAI 2020
Learning From Noisy Anchors for One-Stage Object Detection CVPR 2020
Learning From Web Data With Self-Organizing Memory Module CVPR 2020
Structured Probabilistic End-to-End Learning from Crowds IJCAI 2020
Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction COLING 2020
Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition CVPR 2020
Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020
Identifying Incorrect Labels in the CoNLL-2003 Corpus EMNLP 2020
Label Distribution for Learning with Noisy Labels IJCAI 2020
Denoising Multi-Source Weak Supervision for Neural Text Classification EMNLP 2020
Can Cross Entropy Loss Be Robust to Label Noise? IJCAI 2020
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020
Generative Pseudo-label Refinement for Unsupervised Domain Adaptation WACV 2020
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates ICML 2020
Learning with Noisy Labels for Sentence-level Sentiment Classification IJCNLP 2019
Positive and Unlabeled Learning with Label Disambiguation IJCAI 2019
Noise-tolerant fair classification NIPS 2019