Learning with Noise

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

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?

A curated list of resources for Learning with Noisy Labels

Noisy Labels Problem Collection

Deep Learning with Label Noise / Noisy Labels

Label Smoothing