#

noisy-label-learning

Here are 30 public repositories matching this topic...

weijiaheng / Advances-in-Label-Noise-Learning

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

deep-neural-networks deep-learning conference paper weakly-supervised-learning robustness international-conference noisy-data label-noise robust-machine-learning noisy-labels noisy-label-learning learning-with-noisy-labels unreliable-labels robust-learning learning-with-label-noise

Updated Oct 18, 2024

Chrisding / seal

Code for Simultaneous Edge Alignment and Learning (SEAL)

computer-vision deep-learning edge-detection boundary-detection energy-minimization noisy-label-learning

Updated Nov 13, 2018
C++

chengtan9907 / Co-learning

The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.

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

Updated May 17, 2022
Python

UCSC-REAL / negative-label-smoothing

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

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

Updated Sep 12, 2022
Python

zyh-uaiaaaa / Erasing-Attention-Consistency

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

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

Updated Oct 4, 2023
Python

weijiaheng / Robust-f-divergence-measures

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

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

Updated Dec 19, 2022
Python

Hzzone / TCL

Twin Contrastive Learning with Noisy Labels (CVPR 2023)

noisy-labels noisy-label-learning

Updated Aug 4, 2023
Python

smartyfh / MultiWOZ2.4

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

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

Updated Nov 9, 2022
Python

zyh-uaiaaaa / Relative-Uncertainty-Learning

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

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

Updated Oct 21, 2022
Python

Sprinter1999 / FedLSR

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

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

Updated Mar 28, 2024
Jupyter Notebook

yingyichen-cyy / Nested-Co-teaching

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

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

Updated Feb 28, 2023
Python

Kthyeon / FINE_official

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

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

Updated Nov 29, 2021
Python

yingyichen-cyy / JigsawViT

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

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

Updated Dec 8, 2023
Python

arghosh / noisy_label_pretrain

cvpr noisy-labels noisy-label-learning meta-weight-net contrastive-learning cvpr2021

Updated Apr 22, 2021
Python

LARS-research / S2E

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

automl noisy-label-learning

Updated Aug 23, 2020
Python

ShuoYang-1998 / BLTM

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

icml noisy-label-learning

Updated Jul 19, 2022
Python

clownrat6 / Out-of-Candidate-Rectification

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

semantic-segmentation cvpr weakly-supervised-learning noisy-label-learning cvpr2023

Updated Feb 28, 2023

jongwooko / ALASCA

Code for the paper "A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise" (AAAI 2023)

deep-learning pytorch image-classification pytorch-implementation noisy-label-learning

Updated Nov 21, 2022
Python

zchoi / SNLC

[PR23] The implementation of the paper ''Learning Visual Question Answering on Controlled Semantic Noisy Labels''

computer-vision vqa pattern-recognition pytorch-implementation noisy-label-learning

Updated Mar 6, 2024
Python

junchenzhi / Neural-Hidden-CRF

Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler

weak-supervision named-entity-recognition snorkel crowdsourcing sequence-labeling weakly-supervised-learning weak-labels data-programming noisy-labels noisy-label-learning learning-from-crowds learning-from-human-feedback truth-inference

Updated Nov 2, 2023
Python

Improve this page

Add a description, image, and links to the noisy-label-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the noisy-label-learning topic, visit your repo's landing page and select "manage topics."