| An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation | Feb 1, 2022 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 1 |
| Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation | May 22, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation | Nov 29, 2023 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation | Sep 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation | Jun 9, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging | Nov 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast | Apr 5, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
