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A curated list of resources for Learning with Noisy Labels
Created 2019-07-17
284 commits to master branch, last one 9 months ago
Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.
Created 2021-10-12
29 commits to main branch, last one about a year ago
[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels
Created 2020-02-03
22 commits to master branch, last one 7 months ago
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
Created 2020-02-22
10 commits to master branch, last one 3 years ago
The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.
Created 2021-03-17
8 commits to master branch, last one 2 years ago
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
Created 2020-11-18
32 commits to master branch, last one 3 years ago
[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"
Created 2022-06-06
5 commits to master branch, last one 2 years ago
[ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"
Created 2021-02-15
13 commits to main branch, last one 4 years ago
2
61
apache-2.0
2
[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning
Created 2023-08-24
80 commits to main branch, last one 8 months ago
4
55
unknown
4
“SURE: SUrvey REcipes for building reliable and robust deep networks” (CVPR 2024) & (ECCV 2024 OOD-CV Challenge Winner)
Created 2024-03-01
30 commits to main branch, last one 3 months ago
6
48
mit
2
Learning to Split for Automatic Bias Detection
Created 2022-09-14
8 commits to main branch, last one about a year ago
8
43
unknown
3
ICLR 2021, "Learning with feature-dependent label noise: a progressive approach"
Created 2021-01-31
6 commits to master branch, last one 3 years ago