noisy-labels topic
ProSelfLC-AT
noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.
C2D
PyTorch implementation of "Contrast to Divide: self-supervised pre-training for learning with noisy labels"
MoPro
MoPro: Webly Supervised Learning
NLNL-Negative-Learning-for-Noisy-Labels
NLNL: Negative Learning for Noisy Labels
Influence_Subsampling
Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020
noisy_label_pretrain
Learn_Noisy_Labels_Medical_Images
[NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
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
SDCNL
Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction (ICANN 2021)