% Key papers for Consistency regularization for segmentation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2023_revisiting_22064,
  title = {{Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22565},
}

@inproceedings{cvpr2019_collaborative_13944,
  title = {{Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_semi_17879,
  title = {{Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2018_weakly_13725,
  title = {{Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Fang_Weakly_and_Semi_CVPR_2018_paper.html},
}

@inproceedings{cvpr2020_semi_16224,
  title = {{Semi-Supervised Semantic Image Segmentation With Self-Correcting Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2024_corrmatch_23048,
  title = {{CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31425},
}

@inproceedings{cvpr2021_every_16964,
  title = {{Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_tree_20095,
  title = {{Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2022_reference_2622,
  title = {{Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/02171-reference-guided-pseudo-label-generation-for-medical-semantic-segmentation/},
}

@inproceedings{iclr2022_bootstrapping_30897,
  title = {{Bootstrapping Semantic Segmentation with Regional Contrast}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6375},
}

@inproceedings{cvpr2024_rankmatch_24577,
  title = {{RankMatch: Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29996},
}

@inproceedings{cvpr2024_allspark_22753,
  title = {{AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29616},
}

@inproceedings{cvpr2023_sparsely_22241,
  title = {{Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21747},
}

@inproceedings{cvpr2022_novel_19475,
  title = {{Novel Class Discovery in Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2023_acl_3037,
  title = {{ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25382},
}

@inproceedings{cvpr2024_training_25075,
  title = {{Training Vision Transformers for Semi-Supervised Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29349},
}

@inproceedings{neurips2021_looking_62011,
  title = {{Looking Beyond Single Images for Contrastive Semantic Segmentation Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26509},
}

@inproceedings{aaai2025_sgtc_10606,
  title = {{SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32986},
}

@inproceedings{aaai2025_scalematch_10685,
  title = {{ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32631},
}

@inproceedings{neurips2023_active_70100,
  title = {{Active Learning for Semantic Segmentation with Multi-class Label Query}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/69877},
}

@inproceedings{cvpr2025_csc_25667,
  title = {{CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33220},
}

@inproceedings{cvpr2025_wisnet_28141,
  title = {{WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34227},
}

@inproceedings{icml2024_active_44580,
  title = {{Active Label Correction for Semantic Segmentation with Foundation Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33872},
}