Search Results - RepositoryStats

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

negative-label-smoothing UCSC-REAL

10

114

unknown

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[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"

robustness label-noise noisy-labels label-smoothing noisy-label-learning trustworthy-machine-learning

Created 2022-06-06

5 commits to master branch, last one about a year ago

Co-learning chengtan9907

9

112

unknown

3

The official implementation of the ACM MM'2021 paper Co-learning: Learning from noisy labels with self-supervision.

cifar10 pytorch cifar100 benchmark label-noise awesome-list noisy-labels deep-learning contrastive-learning noisy-label-learning self-supervised-learning semi-supervised-learning

Created 2021-03-17

8 commits to master branch, last one 2 years ago

Robust-f-divergence-measures weijiaheng

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80

mit

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[ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"

robustness label-noise f-divergence noisy-labels deep-neural-networks noisy-label-learning

Created 2021-02-15

13 commits to main branch, last one 3 years ago

Erasing-Attention-Consistency zyh-uaiaaaa

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77

unknown

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Official implementation of the ECCV2022 paper: Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition

eccv pytorch attention deep-learning image-classification noisy-label-learning facial-expression-recognition

Created 2022-07-17

31 commits to main branch, last one 8 months ago

TCL Hzzone

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62

unknown

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Twin Contrastive Learning with Noisy Labels (CVPR 2023)

noisy-labels noisy-label-learning

Created 2023-03-01

6 commits to master branch, last one 11 months ago

MultiWOZ2.4 smartyfh

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59

mit

3

MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset

noisy-label-learning task-oriented-dialogue dialogue-state-tracking

Created 2021-03-30

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

Relative-Uncertainty-Learning zyh-uaiaaaa

5

51

unknown

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Official implementation of our NeurIPS2021 paper: Relative Uncertainty Learning for Facial Expression Recognition

nips pytorch deep-learning image-classification noisy-label-learning uncertainty-estimation facial-expression-recognition

Created 2021-10-21

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

Nested-Co-teaching yingyichen-cyy

5

46

mit

5

(L2ID@CVPR2021, TNNLS2022) Boosting Co-teaching with Compression Regularization for Label Noise

animal-10n clothing1m cvpr-workshop-2021 noisy-label-learning

Created 2021-04-19

20 commits to master branch, last one about a year ago

FedLSR Sprinter1999

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unknown

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Official codes for CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization

federated-learning noisy-label-learning weakly-supervised-learning

Created 2022-08-05

27 commits to main branch, last one 3 months ago

FINE_official Kthyeon

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35

unknown

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NeurIPS 2021, "Fine Samples for Learning with Noisy Labels"

pytorch neurips2021 machine-learning noisy-label-learning semi-supervised-learning

Created 2021-10-26

351 commits to master branch, last one 2 years ago

JigsawViT yingyichen-cyy

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32

unknown

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(Pattern Recognition Letters 2023) PyTorch implementation of "Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer"

food101 imagenet clothing1m transformer adversarial-examples noisy-label-learning

Created 2022-09-12

9 commits to master branch, last one 6 months ago