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).
  ☆994Updated 4 months 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
• LiJunnan1992 / DivideMix
  Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning
  ☆572Updated 5 years ago
• songhwanjun / Awesome-Noisy-Labels
  A Survey
  ☆570Updated 2 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)
  ☆157Updated last year
• RabbitBoss / Awesome-Realistic-Semi-Supervised-Learning
  An awesome paper list of Semi-Supervised Learning under realistic settings.
  ☆121Updated 11 months ago
• yassouali / awesome-semi-supervised-learning
  😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
  ☆1,848Updated last year
• TorchSSL / TorchSSL
  A PyTorch-based library for semi-supervised learning (NeurIPS'21)
  ☆1,364Updated 2 years ago
• YuejiangLIU / awesome-source-free-test-time-adaptation
  Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
  ☆523Updated last year
• zhangyongshun / BagofTricks-LT
  A scientific and useful toolbox, which contains practical and effective long-tail related tricks with extensive experimental results
  ☆459Updated 3 years ago
• salesforce / PCL
  PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
  ☆601Updated 6 months ago
• kaidic / LDAM-DRW
  [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
  ☆689Updated 3 years ago
• shengliu66 / ELR
  Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
  ☆296Updated 2 years ago
• JosephKJ / Awesome-Novel-Class-Discovery
  A list of papers that studies Novel Class Discovery
  ☆506Updated 3 months ago
• nayeemrizve / ups
  "In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Riz…
  ☆235Updated 2 years ago
• hbzju / PiCO
  PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984
  ☆224Updated last year
• 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
• kekmodel / FixMatch-pytorch
  Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
  ☆792Updated 2 years ago
• Jingkang50 / OODSurvey
  The Official Repository for "Generalized OOD Detection: A Survey"
  ☆456Updated 3 years ago
• zwzhang123 / Awesome-of-Long-Tailed-Recognition
  A curated list of long-tailed recognition resources.
  ☆586Updated 2 years ago
• dvlab-research / Parametric-Contrastive-Learning
  Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
  ☆259Updated 3 months ago
• Luodian / Generalizable-Mixture-of-Experts
  GMoE could be the next backbone model for many kinds of generalization task.
  ☆272Updated 2 years ago
• bhanML / label-noise-papers
  An update-to-date list for papers related with label-noise representation learning is here.
  ☆90Updated 4 years ago
• tntek / source-free-domain-adaptation
  A unified source-free domain adaptation framework.
  ☆204Updated 2 weeks ago
• Chumsy0725 / logit-adj-pytorch
  PyTorch implementation of the paper: Long-tail Learning via Logit Adjustment
  ☆117Updated 4 years ago
• asheeshcric / awesome-contrastive-self-supervised-learning
  A comprehensive list of awesome contrastive self-supervised learning papers.
  ☆1,291Updated last year
• Westlake-AI / openmixup
  CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
  ☆658Updated 3 weeks ago
• bhanML / Co-teaching
  NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels
  ☆516Updated 4 years ago