| Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation | Mar 6, 2025 | Active LearningImage Segmentation | —Unverified | 0 |
| SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models | Feb 28, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation | Feb 11, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation | Feb 1, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation | Jan 13, 2025 | Domain GeneralizationImage Segmentation | —Unverified | 0 |
| Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation | Jan 1, 2025 | DecoderImage Segmentation | —Unverified | 0 |
| beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation | Jan 1, 2025 | DiversityImage Segmentation | —Unverified | 0 |
| 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 |
