Alternatives and similar repositories for Advances-in-Label-Noise-Learning

Users that are interested in Advances-in-Label-Noise-Learning are comparing it to the libraries listed below

• Vanint / Awesome-LongTailed-Learning
  A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).
  ☆1,001Updated 3 weeks ago
• Justherozen / ProMix
  [IJCAI 2023] ProMix: Combating Label Noise via Maximizing Clean Sample Utility
  ☆82Updated last year
• UCSC-REAL / cifar-10-100n
  Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.
  ☆173Updated 2 years ago
• songhwanjun / Awesome-Noisy-Labels
  A Survey
  ☆572Updated 2 years ago
• LiJunnan1992 / DivideMix
  Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning
  ☆574Updated 5 years ago
• weitongseu / awesome-long-tail-learning
  ☆491Updated last year
• Westlake-AI / Awesome-Mixup
  [Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)
  ☆161Updated last year
• YuejiangLIU / awesome-source-free-test-time-adaptation
  Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
  ☆527Updated last year
• RabbitBoss / Awesome-Realistic-Semi-Supervised-Learning
  An awesome paper list of Semi-Supervised Learning under realistic settings.
  ☆125Updated last year
• shengliu66 / ELR
  Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
  ☆300Updated 2 years ago
• TorchSSL / TorchSSL
  A PyTorch-based library for semi-supervised learning (NeurIPS'21)
  ☆1,366Updated 2 years ago
• hbzju / PiCO
  PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984
  ☆225Updated last year
• Jingkang50 / OODSurvey
  The Official Repository for "Generalized OOD Detection: A Survey"
  ☆455Updated 3 years ago
• tim-learn / SHOT
  code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…
  ☆478Updated last year
• bhanML / label-noise-papers
  An update-to-date list for papers related with label-noise representation learning is here.
  ☆90Updated 4 years ago
• nayeemrizve / ups
  "In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Riz…
  ☆236Updated 2 years ago
• dvlab-research / Parametric-Contrastive-Learning
  Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
  ☆259Updated 5 months ago
• Luodian / Generalizable-Mixture-of-Experts
  GMoE could be the next backbone model for many kinds of generalization task.
  ☆273Updated 2 years ago
• zwzhang123 / Awesome-of-Long-Tailed-Recognition
  A curated list of long-tailed recognition resources.
  ☆586Updated 2 years ago
• kaidic / LDAM-DRW
  [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
  ☆694Updated 3 years ago
• gorkemalgan / deep_learning_with_noisy_labels_literature
  This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.
  ☆236Updated 4 years ago
• Vanint / SADE-AgnosticLT
  This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…
  ☆165Updated 3 years ago
• Chumsy0725 / logit-adj-pytorch
  PyTorch implementation of the paper: Long-tail Learning via Logit Adjustment
  ☆117Updated 4 years ago
• zhangyongshun / BagofTricks-LT
  A scientific and useful toolbox, which contains practical and effective long-tail related tricks with extensive experimental results
  ☆460Updated 3 years ago
• asheeshcric / awesome-contrastive-self-supervised-learning
  A comprehensive list of awesome contrastive self-supervised learning papers.
  ☆1,305Updated last year
• salesforce / PCL
  PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
  ☆606Updated 7 months ago
• tim-learn / awesome-test-time-adaptation
  Collection of awesome test-time (domain/batch/instance) adaptation methods
  ☆1,157Updated last month
• yuntaodu / Transfer-learning-materials
  resource collection for transfer learning!
  ☆250Updated 2 years ago
• wu-dd / Advances-in-Partial-and-Complementary-Label-Learning
  A curated list of most recent papers & codes in Learning with Partial/Complementary Labels
  ☆69Updated 2 months ago
• JosephKJ / Awesome-Novel-Class-Discovery
  A list of papers that studies Novel Class Discovery
  ☆510Updated 4 months ago