fixmatch

There are 3 repositories under fixmatch topic.

• kekmodel / FixMatch-pytorch

  Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

  semi-supervised-learningdeeplearningpytorchfixmatchrandaugment
  Language:Python 723

• iBelieveCJM / Tricks-of-Semi-supervisedDeepLeanring-Pytorch

  PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch

  semi-supervised-learningictmixmatchmeanteacherpitempenspytorchpseudo-labelsslvatfixmatch
  Language:Python 436

• LiheYoung / UniMatch

  [CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

  fixmatchsemi-supervised-learningsemi-supervised-segmentation
  Language:Python 398

• perrying / pytorch-consistency-regularization

  PyTorch implementation of consistency regularization methods for semi-supervised learning

  pytorchpythonsemi-supervisedsemi-supervised-learningfixmatch
  Language:Python 74

• valencebond / FixMatch_pytorch

  Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

  semi-supervised-learningpytorchfixmatch
  Language:Python 48

• CoinCheung / fixmatch-pytorch

  90%+ with 40 labels. please see the readme for details.

  fixmatchsemi-supervised-learningsslpytorchgpu
  Language:Python 36

• lijichang / LNL-NCE

  A pytorch implementation for "Neighborhood Collective Estimation for Noisy Label Identification and Correction", which is accepted by ECCV2022.

  learning-with-noisy-labelsneighborhood-basedmixupfixmatch
  Language:Python 20

• shjo-april / Tensorflow_FixMatch

  [Re-implementation] FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

  randaugmenttensorflowfixmatchsemi-supervised-learningdeeplearningpythonconsistency
  Language:Python 14

• vfdev-5 / FixMatch-pytorch

  Implementation of FixMatch in PyTorch and experimentations

  pytorch-ignitepytorchfixmatch
  Language:Jupyter Notebook 11

• julilien / CSSL

  Code for "Credal Self-Supervised Learning" as published at NeurIPS 2021.

  machine-learningdeepl-learningself-supervised-learningsemi-supervised-learninglabel-relaxationconsistency-regularizationcredal-setsfixmatchneuripsneurips-2021weakly-supervised-learning
  Language:Python 7

• AllanJinYosoro / IdentifyPreciousImage

  Classify Your Precious Image Using Few Labeled Samples based on FixMatch

  clusterimagefixmatchssl
  Language:Jupyter Notebook 6

• fernando2393 / FixMatch-Exploration

  Final project of the KTH DD2412 - Deep Learning, Advanced course.

  fixmatchmachine-learningself-supervised-learning
  Language:Python 5

• S-HuaBomb / FixMatch-Paddle

  Re-implement FixMatch in Paddle

  fixmatchpaddlepaddle
  Language:Python 4

• feras-oughali / FixMatch

  pytorch implementation of FixMatch paper as a fastai callback

  fixmatchpytorchfastaisemi-supervised-learning
  Language:Jupyter Notebook 2

• julilien / C2S2L

  Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2021.

  conformal-predictionconsistency-regularizationcopadeep-learningfixmatchlabel-relaxationmachine-learningself-supervised-learningsemi-supervised-learningcopa-2023weakly-supervised-learning
  Language:Python 2

• aillaud / Semi-Supervised-Learning-CIFAR10

  Study of a powerful Semi-Supervised Learning model, FixMatch, trained on the dataset CIFAR-10

  cifar-10computer-visionfixmatchimage-classificationsemi-supervised-learningdeep-learning
  Language:Python 1

• rakib1521 / FixMatch-Google-Colab-Implementation

  Implementation of FixMatch using pytorch in Google Colab

  fixmatchgoogle-colaboratorysemi-supervised-learningssl
  Language:Jupyter Notebook 1

• revidee / CoMER

  SSL Methods integrated into the official implementation of the ECCV"22 Paper "CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition"

  beam-searchcrohmeeccv2022fixmatchrandaugmentsemi-supervised-learninghme100k
  Language:Python 0

• tyui592 / pytorch_FixMatch

  Unofficial Pytorch Implementation of 'FixMatch- Simplifying Semi-Supervised Learning with Consistency and Confidence'

  fixmatchpytorch-implementationsemisupervised-learningssl
  Language:Python