noisy-label-learning topic

List noisy-label-learning repositories

FedLSR

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

FINE_official

34
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14
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NeurIPS 2021, "Fine Samples for Learning with Noisy Labels"

BLTM

18
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2
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[ICML'2022] Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network

TCL

61
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9
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Twin Contrastive Learning with Noisy Labels (CVPR 2023)

Nested-Co-teaching

46
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5
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(L2ID@CVPR2021, TNNLS2022) Boosting Co-teaching with Compression Regularization for Label Noise

MultiWOZ2.4

58
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7
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MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset

Out-of-Candidate-Rectification

15
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1
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[cvpr2023] implementation of out-of-candidate rectification methods