Search Results - RepositoryStats

13

112

mit

6

[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".

cvpr cifar10 cifar100 cvpr2021 clothing1m label-noise data-augmentation augmentation-policies label-noise-robustness semi-supervised-learning data-augmentation-strategies

Created 2020-11-18

32 commits to master branch, last one 2 years ago

UNICON-Noisy-Label nazmul-karim170

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57

mit

2

Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning"

noisy-labels deep-learning machine-learning contrastive-learning deep-neural-networks label-noise-robustness semi-supervised-learning jensen-shannon-divergence

Created 2022-03-26

64 commits to main branch, last one 6 months ago

TERM litian96

9

55

mit

3

Tilted Empirical Risk Minimization (ICLR '21)

fairness-ml exponential-tilting label-noise-robustness learning-models-and-generalization

Created 2020-07-02

19 commits to master branch, last one 7 months ago

NRGNN EnyanDai

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unknown

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Offical pytorch implementation of proposed NRGNN and Compared Methods in "NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs" (KDD 2021).

gnn label-noise-robustness

Created 2021-06-02

7 commits to main branch, last one about a year ago