conftrace_

noisy label

321 papers

Explore in graph

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

Learning in the Wild with Incremental Skeptical Gaussian Processes IJCAI 2020
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks CVPR 2020
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents ACL 2020
Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020
Error-Bounded Correction of Noisy Labels ICML 2020
SIGUA: Forgetting May Make Learning with Noisy Labels More Robust ICML 2020
Learning From Noisy Anchors for One-Stage Object Detection CVPR 2020
Fairness Evaluation in Presence of Biased Noisy Labels AISTATS 2020
Hitachi at SemEval-2020 Task 12: Offensive Language Identification with Noisy Labels Using Statistical Sampling and Post-Processing SEMEVAL 2020
Coresets for Robust Training of Deep Neural Networks against Noisy Labels NIPS 2020
Robust Optimization for Fairness with Noisy Protected Groups NIPS 2020
Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020
Joint Entity and Relation Extraction with a Hybrid Transformer and Reinforcement Learning Based Model AAAI 2020
Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification AAAI 2020
Are Noisy Sentences Useless for Distant Supervised Relation Extraction? AAAI 2020
Robust Federated Learning via Collaborative Machine Teaching AAAI 2020
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates ICML 2020
Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels ICML 2020
Walking on Two Legs: Learning Image Segmentation with Noisy Labels UAI 2020
Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift IJCAI 2020
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels IJCNLP 2019
Distribution-Independent PAC Learning of Halfspaces with Massart Noise NIPS 2019
Symmetric Cross Entropy for Robust Learning With Noisy Labels ICCV 2019
Supervised Classifiers for Audio Impairments with Noisy Labels INTERSPEECH 2019
Robust Inference via Generative Classifiers for Handling Noisy Labels ICML 2019