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

Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise? ICML 2023
Erratum: Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm JMLR 2023
Weaker Than You Think: A Critical Look at Weakly Supervised Learning ACL 2023
Risk Bounds for Positive-Unlabeled Learning Under the Selected At Random Assumption JMLR 2023
Prototype-Anchored Learning for Learning with Imperfect Annotations ICML 2022
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information ICML 2022
Learning Pollution Maps from Mobile Phone Images IJCAI 2022
Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022
Towards Robust Adaptive Object Detection Under Noisy Annotations CVPR 2022
Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022
Part-Based Pseudo Label Refinement for Unsupervised Person Re-Identification CVPR 2022
FedCorr: Multi-Stage Federated Learning for Label Noise Correction CVPR 2022
ASSIST: Towards Label Noise-Robust Dialogue State Tracking ACL 2022
Multi-Label Classification With Partial Annotations Using Class-Aware Selective Loss CVPR 2022
Mixed-Dual-Head Meets Box Priors: A Robust Framework for Semi-Supervised Segmentation WACV 2022
Addressing Out-of-Distribution Label Noise in Webly-Labelled Data WACV 2022
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL 2022
Robust Deep Learning from Crowds with Belief Propagation AISTATS 2022
Robustness and Reliability When Training With Noisy Labels AISTATS 2022
WeaNF”:" Weak Supervision with Normalizing Flows ACL 2022
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier AAAI 2022
GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation AAAI 2022
Label noise (stochastic) gradient descent implicitly solves the Lasso for quadratic parametrisation COLT 2022
Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network ICML 2022
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID AAAI 2022