conftrace_

noisy label

321 papers

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Co-occurring keywords

label noise (498) noisy label learning (163) deep neural network (1803) weakly supervised learning (1328) semi-supervised learning (2341) distant supervision (315) robust learning (120) text classification (6793) convolutional neural network (4226) loss function (462)

Papers

Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting NIPS 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019
A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection AAAI 2019
Are Anchor Points Really Indispensable in Label-Noise Learning? NIPS 2019
NLNL: Negative Learning for Noisy Labels ICCV 2019
Personal Context Recognition via Skeptical Learning IJCAI 2019
Multiple Noisy Label Distribution Propagation for Crowdsourcing IJCAI 2019
Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification AAAI 2019
Learning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification AAAI 2019
Correlated Uncertainty for Learning Dense Correspondences from Noisy Labels NIPS 2019
Machine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions AAAI 2019
Combating Label Noise in Deep Learning using Abstention ICML 2019
Co-Mining: Deep Face Recognition With Noisy Labels ICCV 2019
Modeling Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based Weighting Approach IJCAI 2019
Learning to Localize Objects with Noisy Labeled Instances AAAI 2019
Learning to Learn From Noisy Labeled Data CVPR 2019
MetaCleaner: Learning to Hallucinate Clean Representations for Noisy-Labeled Visual Recognition CVPR 2019
Noise-Tolerant Paradigm for Training Face Recognition CNNs CVPR 2019
Exploiting Class Learnability in Noisy Data AAAI 2019
An Effective Label Noise Model for DNN Text Classification NAACL 2019
A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019
Learning with Limited Data for Multilingual Reading Comprehension EMNLP 2019
Randomized Wagering Mechanisms AAAI 2019
Learning with Noisy Labels for Sentence-level Sentiment Classification IJCNLP 2019
Self-Attention Enhanced CNNs and Collaborative Curriculum Learning for Distantly Supervised Relation Extraction IJCNLP 2019