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 19 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
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
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
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
Active learning for X-ray source classification (53% label savings) plus anomaly detection and representation learning, across Chandra's three native data products.
astronomy pytorch semi-supervised-learning astrophysics lightgbm representation-learning active-learning anomaly-detection fixmatch chandra-x-ray
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Sep 6, 2026 - Python
Teaching an AI to play Geometry Dash using Reinforcement Learning and Computer Vision. Features Semi-Supervised Learning to classify game modes in real-time.
reinforcement-learning computer-vision pytorch deep-q-network geometry-dash fixmatch geometry-dash-bot ai-agent
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Jul 3, 2026 - Python
苏州科技大学《人工智能开发实训 II》（2026.05）。实践二：MSTAR SAR半监督学习（FixMatch完整网格搜索+报告分节素材）；实践三：锂离子电池SOH预测（三种划分+20次独立实验+消融）；ResNet32 GA+PSO通道宽度搜索（H100/L40S）。附完整工具链、实验结果与答辩素材。
machine-learning deep-learning genetic-algorithm pytorch artificial-intelligence hyperparameter-optimization semi-supervised-learning course-project particle-swarm-optimization mstar fixmatch usts state-of-health battery-soh
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May 27, 2026 - Python
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