6 results found Sort:

subeeshvasu
Awesome-Learning-with-Label-Noise subeeshvasu
350
2.6k
unknown
100
A curated list of resources for Learning with Noisy Labels
noisy-data label-noise noisy-labels robust-learning unreliable-labels deep-neural-networks
Created 2019-07-17
284 commits to master branch, last one about a month ago
weijiaheng
Advances-in-Label-Noise-Learning weijiaheng
57
631
unknown
14
A curated (most recent) list of resources for Learning with Noisy Labels
paper conference noisy-data robustness label-noise noisy-labels deep-learning robust-learning unreliable-labels deep-neural-networks noisy-label-learning robust-machine-learning international-conference learning-with-label-noise learning-with-noisy-labels weakly-supervised-learning
Created 2021-04-14
134 commits to main branch, last one 4 months ago
shengliu66
ELR shengliu66
29
287
mit
7
Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
noisy-labels deep-learning robust-learning statistical-learning
Created 2020-06-24
131 commits to master branch, last one about a year ago
JieyuZ2
wrench JieyuZ2
30
213
apache-2.0
6
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
nlp dataset deep-learning data-centric-ai robust-learning data-programming machine-learning weak-supervision sequence-labeling benchmark-framework weakly-supervised-learning
Created 2021-08-23
173 commits to main branch, last one 4 months ago
AndrewZhou924
Awesome-model-inversion-attack AndrewZhou924
7
106
unknown
4
A curated list of resources for model inversion attack (MIA).
deep-learning robust-learning model-inversion-attack model-inversion-attacks
Created 2022-07-21
78 commits to main branch, last one 12 days ago
mims-harvard
GNNGuard mims-harvard
14
56
other
6
Defending graph neural networks against adversarial attacks (NeurIPS 2020)
deep-learning robust-learning adversarial-attacks graph-neural-networks graph-convolutional-networks
Created 2020-02-18
32 commits to master branch, last one 2 years ago