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Awesome-Semi-Supervised-Semantic-Segmentation

A summary of recent semi-supervised semantic segmentation methods
https://github.com/BBBBchan/Awesome-Semi-Supervised-Semantic-Segmentation

Last synced: 2 days ago
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  • 2024

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    • Code - shin/PrevMatch)|[Paper](https://arxiv.org/abs/2405.20610)|
    • Code - lab/AllSpark)|[Paper](https://arxiv.org/pdf/2403.01818.pdf)|
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    • Code - V2)|[Paper](https://arxiv.org/pdf/2410.10777)|
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    • Code - supervised_Semantic_Segmentation_CVPR_2024_paper.pdf)|
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    • Code - Supervised_Semantic_Segmentation_CVPR_2024_paper.pdf)|
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    • Code - research/semivl)|[Paper](https://arxiv.org/abs/2311.16241)|
    • Code - stonybrook/Weighting-Pseudo-Labels)|[Paper](https://arxiv.org/pdf/2407.12630)|

  • 2023

  • 2022

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    • Code - Ying/GTA-Seg)|[Paper](https://arxiv.org/pdf/2301.07340)|
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    • Code - Wang409/U2PL)| [Paper](https://arxiv.org/pdf/2203.03884.pdf)|
    • Code - Supervised_Semantic_Segmentation_With_Error_Localization_Network_CVPR_2022_paper.pdf)|
    • Code - mt)|[Paper](https://openaccess.thecvf.com/content/CVPR2022/papers/Liu_Perturbed_and_Strict_Mean_Teachers_for_Semi-Supervised_Semantic_Segmentation_CVPR_2022_paper.pdf)|
    • Code - Guan/USRN)|[Paper](https://openaccess.thecvf.com/content/CVPR2022/papers/Guan_Unbiased_Subclass_Regularization_for_Semi-Supervised_Semantic_Segmentation_CVPR_2022_paper.pdf)|
    • Code - PlusPlus)|[Paper](https://openaccess.thecvf.com/content/CVPR2022/papers/Yang_ST_Make_Self-Training_Work_Better_for_Semi-Supervised_Semantic_Segmentation_CVPR_2022_paper.pdf)|
    • Code - Supervised_Video_Semantic_Segmentation_With_Inter-Frame_Feature_Reconstruction_CVPR_2022_paper.pdf)|
    • Code - Supervised_Instance_Segmentation_CVPR_2022_paper.pdf)|
    • Code - cong/ADS-SemiSeg)|[Paper](https://arxiv.org/pdf/2203.02792.pdf)|
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    • Code - Pseudo-Label)|[Paper](https://www.sciencedirect.com/science/article/abs/pii/S003132032200406X)|
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  • 2021

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    • Code - SemiSeg)|[Paper](https://openaccess.thecvf.com/content/ICCV2021/papers/Zhou_C3-SemiSeg_Contrastive_Semi-Supervised_Segmentation_via_Cross-Set_Learning_and_Dynamic_Class-Balancing_ICCV_2021_paper.pdf)|
    • Code - yuan/SimpleBaseline)|[Paper](https://arxiv.org/pdf/2104.07256.pdf)|
    • Code - Contrastive)|[Paper](https://arxiv.org/pdf/2104.13415.pdf)|
    • Code - Lab/DARS)|[Paper](https://arxiv.org/pdf/2107.11279.pdf)|
    • Code - research/Context-Aware-Consistency)|[Paper](https://arxiv.org/pdf/2106.14133.pdf)|
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  • 2020 ( Under construction )

Programming Languages
Python 42 Jupyter Notebook 1
Categories
2022 37 2023 32 2021 27 2024 21 2020 ( Under construction ) 7
Sub Categories
Keywords
semi-supervised-learning 15 semantic-segmentation 11 semi-supervised-segmentation 10 cvpr2022 6 cvpr2021 3 computer-vision 3 weakly-supervised-segmentation 2 pytorch 2 attention 1 cvpr2024 1 transformer 1 instance-specific-model-adaptive 1 fixmatch 1 cityscapes 1 contrastive-learning 1 deep-learning 1 mechine-learning 1 pascal-voc 1 self-training 1 instance-segmentation 1 neurips-2021 1 advcam 1 weakly-supervised-learning 1 segmentation 1 pixel-wise-task 1 pytorch-implementation 1 semi-supervised 1 toolbox 1