Table of Contents
Learning with Noise
Overviews
Papers
Bibliographies
Related Pages
Learning with Noise
Overviews
2014 - Classification in the Presence of Label Noise: A Survey
2019 - Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey
2020 - Deep learning with noisy labels: exploring techniques and remedies in medical image analysis
Song et al 2020 - Learning from Noisy Labels with Deep Neural Networks: A Survey
Papers
Natarajan et al 2013 - Learning with Noisy Labels
Patrini et al 2017 - Making deep neural networks robust to label noise: A loss correction approach
2020 - Does Label Smoothing Mitigate Label Noise?
Bibliographies
A curated list of resources for Learning with Noisy Labels
Noisy Labels Problem Collection
Deep Learning with Label Noise / Noisy Labels
Related Pages
Label Smoothing