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 27 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
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
This repository contains the complete implementation of a semi-supervised instance segmentation pipeline using YOLOv11. The project explores FixMatch, MixMatch, and Mean Teacher methods and evaluates their effectiveness using limited labeled data and abundant unlabeled data as part of the CSE 438 Final Project.
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Dec 13, 2025 - Jupyter Notebook
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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