fixmatch

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

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

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

PyTorch implementation of consistency regularization methods for semi-supervised learning

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

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

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

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

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

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

Re-implement FixMatch in Paddle

Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2023.

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

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

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

Teaching an AI to play Geometry Dash using Reinforcement Learning and Computer Vision. Features Semi-Supervised Learning to classify game modes in real-time.

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。

Active learning for X-ray source classification (53% label savings) plus anomaly detection and representation learning, across Chandra's three native data products.