semi-supervised-segmentation | Topic

Topic: "semi-supervised-segmentation"

LiheYoung/UniMatch

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

Language: Python - Size: 5.95 MB - Last synced at: 19 days ago - Pushed at: 6 months ago - Stars: 519 - Forks: 60

charlesCXK/TorchSemiSeg

[CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

Language: Python - Size: 956 KB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 518 - Forks: 74

LiheYoung/ST-PlusPlus

[CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation

Language: Python - Size: 3.78 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 238 - Forks: 32

BBBBchan/Awesome-Semi-Supervised-Semantic-Segmentation

A summary of recent semi-supervised semantic segmentation methods

Size: 274 KB - Last synced at: 11 days ago - Pushed at: 18 days ago - Stars: 214 - Forks: 26

yyliu01/PS-MT

[CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation

Language: Python - Size: 1.08 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 182 - Forks: 15

dvlab-research/Context-Aware-Consistency

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

Language: Python - Size: 1.03 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 156 - Forks: 20

BBBBchan/CorrMatch

Official code for "CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation"

Language: Python - Size: 3.91 MB - Last synced at: 19 days ago - Pushed at: 3 months ago - Stars: 145 - Forks: 8

ZhenZHAO/AugSeg

[CVPR'23] Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation

Language: Python - Size: 4.87 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 119 - Forks: 18

xmed-lab/AllSpark

CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

Language: Python - Size: 14.1 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 80 - Forks: 11

DesertsP/SLRNet

🚀 Code for SLRNet: Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation

Language: Python - Size: 793 KB - Last synced at: 2 days ago - Pushed at: almost 3 years ago - Stars: 63 - Forks: 2

xmed-lab/DHC

MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

Language: Python - Size: 4.35 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 45 - Forks: 0

yyliu01/IT2

[ECCV'24] ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation

Language: Python - Size: 1.56 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 39 - Forks: 7

ZhenZHAO/iMAS

[CVPR'23] Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation

Language: Python - Size: 3.02 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 39 - Forks: 5

jfzhuang/IFR

[CVPR'22] Semi-Supervised Video Semantic Segmentation with Inter-Frame Feature Reconstruction

Language: Python - Size: 19.7 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 3

kunzhan/DSSN

ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network

Language: Python - Size: 2.1 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 1

ZhenZHAO/AD-MT

[ECCV'24] Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation

Language: Python - Size: 2.59 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 16 - Forks: 0

FengheTan9/Multi-Level-Global-Context-Cross-Consistency

Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model"

Language: Python - Size: 43.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 0

likyoo/awesome-semi-supervised-segmentation

An up-to-date & curated list of awesome semi-supervised segmentation papers, methods & resources.

Size: 10.7 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 1

This repository contains the official implementation of the following manuscript: Hui Xiao, Li Dong, Hao Xu, Shuibo Fu, Diqun Yan, Kangkang Song, and Chengbin Peng. "Semi-supervised Semantic Segmentation with Cross Teacher Training." Neurocomputing 508 (2022): 36-46.

Language: Python - Size: 896 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 3

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