label-noise topic
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
Augmentation-for-LNL
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
self-adaptive-training
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
Active-Passive-Losses
[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels
Robust-f-divergence-measures
[ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"
clean-net
Tensorflow source code for "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise" (CVPR 2018)
cifar-10-100n
Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.
IDN
AAAI 2021: Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise
RobustnessAccuracy
AAAI 2021: Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels