Awesome-Learning-with-Label-Noise

Learning with Noisy Labels Resources

A curated collection of resources and papers on learning with noisy labels.

A curated list of resources for Learning with Noisy Labels

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deep-neural-networkslabel-noisenoisy-datanoisy-labelsrobust-learningunreliable-labels

Awesome Learning with Noisy Labels / Github
Advances-in-Label-Noise-Learning	686	about 2 months ago
Awesome-Noisy-Labels	546	almost 2 years ago
Search 'Noisy Label' Results
Noisy Labels with Jupyter Notebook	118	over 7 years ago
Noisy Label Neural Network1-Tensorflow	3	about 8 years ago
Noisy Label Neural Network2-Chainer	5	almost 8 years ago
Multi-tasking Learning With Unreliable Labels	8	over 5 years ago
Keras-noisy-lables-finetune	6	almost 8 years ago
Light CNN for Deep Face Recognition, in Tensorflow	78	almost 7 years ago
Rankpruning	82	over 2 years ago
Cleanlab: machine learning python package for learning with noisy labels and finding label errors in datasets	57	almost 2 years ago
Deep Learning with Label Noise	235	about 3 years ago
Deep Learning for Segmentation When Experts Disagree with Each Other	71	over 1 year ago
Fair classification with group label noise	6	4 months ago
Awesome Learning with Noisy Labels / Others
Deep Learning Package-Chainer Tutorial
Paper-Semi-Supervised Learning Literature Survey
Cross Validated-Classification with Noisy Labels
A little talk on label noise

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