Alternatives and similar repositories for Awesome-Noisy-Labels:

Users that are interested in Awesome-Noisy-Labels are comparing it to the libraries listed below

• LiJunnan1992 / DivideMix
  Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning
  ☆547Updated 4 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.
  ☆234Updated 3 years ago
• zzw-zwzhang / Awesome-of-Long-Tailed-Recognition
  A curated list of long-tailed recognition resources.
  ☆585Updated last year
• TorchSSL / TorchSSL
  A PyTorch-based library for semi-supervised learning (NeurIPS'21)
  ☆1,317Updated last year
• kekmodel / FixMatch-pytorch
  Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
  ☆766Updated last year
• kaidic / LDAM-DRW
  [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
  ☆653Updated 3 years ago
• bhanML / Co-teaching
  NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels
  ☆495Updated 3 years ago
• Stomach-ache / awesome-long-tail-learning
  ☆471Updated 3 months ago
• shengliu66 / ELR
  Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
  ☆292Updated last year
• iBelieveCJM / Tricks-of-Semi-supervisedDeepLeanring-Pytorch
  PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
  ☆446Updated last year
• salesforce / PCL
  PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
  ☆576Updated 2 years ago
• YU1ut / MixMatch-pytorch
  Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
  ☆641Updated last year
• facebookresearch / classifier-balancing
  This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…
  ☆954Updated 3 years ago
• Jingkang50 / OpenOOD
  Benchmarking Generalized Out-of-Distribution Detection
  ☆914Updated last month
• subeeshvasu / Awesome-Learning-with-Label-Noise
  A curated list of resources for Learning with Noisy Labels
  ☆2,648Updated 8 months ago
• YyzHarry / imbalanced-semi-self
  [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
  ☆740Updated 3 years ago
• vandit15 / Class-balanced-loss-pytorch
  Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
  ☆787Updated 11 months ago
• wetliu / energy_ood
  ☆403Updated 3 years ago
• Vanint / Awesome-LongTailed-Learning
  A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).
  ☆520Updated last month
• frank-xwang / RIDE-LongTailRecognition
  [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."
  ☆266Updated last year
• PaulAlbert31 / LabelNoiseCorrection
  Official Implementation of ICML 2019 Unsupervised label noise modeling and loss correction
  ☆221Updated 4 years ago
• KaihuaTang / Long-Tailed-Recognition.pytorch
  [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …
  ☆562Updated 5 months ago
• Alibaba-MIIL / ASL
  Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
  ☆740Updated last year
• nayeemrizve / ups
  "In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Riz…
  ☆232Updated last year
• leftthomas / SimCLR
  A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
  ☆546Updated 4 years ago
• HobbitLong / PyContrast
  PyTorch implementation of Contrastive Learning methods
  ☆1,952Updated last year
• asheeshcric / awesome-contrastive-self-supervised-learning
  A comprehensive list of awesome contrastive self-supervised learning papers.
  ☆1,242Updated 4 months ago
• Jingkang50 / OODSurvey
  The Official Repository for "Generalized OOD Detection: A Survey"
  ☆451Updated 2 years ago
• weijiaheng / Advances-in-Label-Noise-Learning
  A curated (most recent) list of resources for Learning with Noisy Labels
  ☆649Updated 3 months ago
• google-research / fixmatch
  A simple method to perform semi-supervised learning with limited data.
  ☆1,120Updated 5 months ago