Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
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May 11, 2023 - Python
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fixmatch
Here are 28 public repositories matching this topic...
[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
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Oct 15, 2024 - Python
PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
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Mar 13, 2023 - Python
PyTorch implementation of consistency regularization methods for semi-supervised learning
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Aug 20, 2020 - Python
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
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Jun 22, 2022 - Python
90%+ with 40 labels. please see the readme for details.
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Aug 18, 2020 - Python
A pytorch implementation for "Neighborhood Collective Estimation for Noisy Label Identification and Correction", which is accepted by ECCV2022.
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Apr 11, 2023 - Python
[Re-implementation] FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
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Jun 29, 2020 - Python
Implementation of FixMatch in PyTorch and experimentations
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Aug 9, 2020 - Jupyter Notebook
Code for "Credal Self-Supervised Learning" as published at NeurIPS 2021.
machine-learning semi-supervised-learning weakly-supervised-learning self-supervised-learning neurips fixmatch deepl-learning consistency-regularization neurips-2021 label-relaxation credal-sets
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Nov 19, 2021 - Python
Classify Your Precious Image Using Few Labeled Samples based on FixMatch
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Oct 17, 2024 - Jupyter Notebook
Final project of the KTH DD2412 - Deep Learning, Advanced course.
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Oct 28, 2020 - Python
Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2023.
machine-learning deep-learning semi-supervised-learning weakly-supervised-learning conformal-prediction self-supervised-learning copa fixmatch consistency-regularization label-relaxation copa-2023
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Jan 12, 2024 - Python
How semi-supervised learning works: FixMatch on brain-MRI-style scans, why it fails on subtle lesions, and how to fix it
tutorial deep-learning pytorch medical-imaging semi-supervised-learning pseudo-labeling fixmatch confirmation-bias label-efficiency
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Oct 12, 2026 - Python
Study of a powerful Semi-Supervised Learning model, FixMatch, trained on the dataset CIFAR-10
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Nov 9, 2023 - Python
pytorch implementation of FixMatch paper as a fastai callback
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Mar 17, 2021 - Jupyter Notebook
Code accompanying the bioRxiv preprint “Trust, but Verify”: uncertainty-gated semi-supervised malaria cell classification using Monte Carlo dropout and confidence-weighted pseudo-labeling.
ssl machine-learning deep-learning pytorch medical-imaging semi-supervised-learning image-classification uncertainty-quantification medical-image-analysis pseudo-labeling low-resource malaria-detection monte-carlo-dropout disease-detection fixmatch clinical-ai healthcare-ai trustworthy-ai safe-ai
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Oct 20, 2026 - Jupyter Notebook
Unofficial Pytorch Implementation of 'FixMatch- Simplifying Semi-Supervised Learning with Consistency and Confidence'
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Aug 8, 2023 - Python
SSL Methods integrated into the official implementation of the ECCV"22 Paper "CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition"
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Aug 4, 2023 - Python
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