7 results found Sort:

subeeshvasu
Awesome-Learning-with-Label-Noise subeeshvasu
351
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 6 months ago
weijiaheng
Advances-in-Label-Noise-Learning weijiaheng
58
687
unknown
16
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
138 commits to main branch, last one about a month ago
shengliu66
ELR shengliu66
29
288
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
31
220
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 9 months ago
AndrewZhou924
Awesome-model-inversion-attack AndrewZhou924
8
136
unknown
5
A curated list of resources for model inversion attack (MIA).
deep-learning robust-learning model-inversion-attack model-inversion-attacks
Created 2022-07-21
80 commits to main branch, last one 3 days ago
HanxunH
Active-Passive-Losses HanxunH
28
134
mit
4
[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels
icml pytorch icml-2020 noisy-data label-noise noisy-labels deep-learning robust-learning unreliable-labels deep-neural-networks
Created 2020-02-03
22 commits to master branch, last one 4 months ago
mims-harvard
GNNGuard mims-harvard
15
59
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