| DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation | Jan 1, 2025 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation | Dec 20, 2024 | Auxiliary LearningImage Segmentation | CodeCode Available | 0 |
| Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation | Dec 19, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 0 |
| GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation | Nov 20, 2024 | ClusteringImage Segmentation | —Unverified | 0 |
| DiM: f-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation | Nov 19, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SP ^3 : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation | Nov 18, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation | Nov 7, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation | Oct 23, 2024 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation | Oct 17, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation | Oct 16, 2024 | DiagnosticImage Segmentation | —Unverified | 0 |
