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

• LiJunnan1992 / DivideMix
  Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning
  ☆552Updated 4 years ago
• songhwanjun / Awesome-Noisy-Labels
  A Survey
  ☆552Updated 2 years ago
• 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 last year
• Justherozen / ProMix
  [IJCAI 2023] ProMix: Combating Label Noise via Maximizing Clean Sample Utility
  ☆78Updated 10 months ago
• Vanint / Awesome-LongTailed-Learning
  A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).
  ☆538Updated 3 months ago
• salesforce / PCL
  PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
  ☆581Updated 2 years ago
• Stomach-ache / awesome-long-tail-learning
  ☆474Updated 5 months ago
• asheeshcric / awesome-contrastive-self-supervised-learning
  A comprehensive list of awesome contrastive self-supervised learning papers.
  ☆1,263Updated 6 months 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.
  ☆234Updated 3 years ago
• Westlake-AI / openmixup
  CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
  ☆643Updated last week
• coder-duibai / Contrastive-Learning-Papers-Codes
  A comprehensive list of Awesome Contrastive Learning Papers&Codes.Research include, but are not limited to: CV, NLP, Audio, Video, Multim…
  ☆413Updated 3 years ago
• Westlake-AI / Awesome-Mixup
  [Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)
  ☆144Updated 5 months ago
• Jingkang50 / OODSurvey
  The Official Repository for "Generalized OOD Detection: A Survey"
  ☆453Updated 2 years ago
• hbzju / PiCO
  PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984
  ☆214Updated last year
• kaidic / LDAM-DRW
  [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
  ☆664Updated 3 years ago
• YuejiangLIU / awesome-source-free-test-time-adaptation
  A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
  ☆486Updated 9 months ago
• leftthomas / SimCLR
  A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
  ☆552Updated 4 years ago
• dvlab-research / Parametric-Contrastive-Learning
  Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
  ☆249Updated 6 months ago
• TorchSSL / TorchSSL
  A PyTorch-based library for semi-supervised learning (NeurIPS'21)
  ☆1,333Updated last year
• kekmodel / FixMatch-pytorch
  Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
  ☆772Updated last year
• shengliu66 / ELR
  Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
  ☆295Updated last year
• bhanML / Co-teaching
  NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels
  ☆502Updated 3 years ago
• zzw-zwzhang / Awesome-of-Long-Tailed-Recognition
  A curated list of long-tailed recognition resources.
  ☆583Updated last year
• bhanML / label-noise-papers
  An update-to-date list for papers related with label-noise representation learning is here.
  ☆89Updated 3 years ago
• subeeshvasu / Awesome-Learning-with-Label-Noise
  A curated list of resources for Learning with Noisy Labels
  ☆2,665Updated 10 months ago
• salesforce / CoMatch
  Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
  ☆127Updated 3 years ago
• iBelieveCJM / Tricks-of-Semi-supervisedDeepLeanring-Pytorch
  PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
  ☆448Updated 2 years ago
• frank-xwang / RIDE-LongTailRecognition
  [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."
  ☆269Updated last year
• DequanWang / tent
  ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization
  ☆391Updated 3 years ago
• wetliu / energy_ood
  ☆408Updated 3 years ago