noisy-label-learning topic

List noisy-label-learning repositories

seal

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Code for Simultaneous Edge Alignment and Learning (SEAL)

Advances-in-Label-Noise-Learning

624
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57
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A curated (most recent) list of resources for Learning with Noisy Labels

Robust-f-divergence-measures

81
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20
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[ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"

S2E

21
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3
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Q. Yao, H. Yang, B. Han, G. Niu, J. Kwok. Searching to Exploit Memorization Effect in Learning from Noisy Labels. ICML 2020

negative-label-smoothing

114
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10
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[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"

Erasing-Attention-Consistency

77
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15
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Official implementation of the ECCV2022 paper: Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition

Relative-Uncertainty-Learning

50
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5
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Official implementation of our NeurIPS2021 paper: Relative Uncertainty Learning for Facial Expression Recognition

Co-learning

111
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10
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The official implementation of the ACM MM'2021 paper Co-learning: Learning from noisy labels with self-supervision.

JigsawViT

30
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6
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(Pattern Recognition Letters 2023) PyTorch implementation of "Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer"