| Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation | Oct 21, 2023 | Image SegmentationLeft Atrium Segmentation | —Unverified | 0 |
| Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation | Mar 6, 2025 | Active LearningImage Segmentation | —Unverified | 0 |
| Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning | May 16, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation | May 22, 2025 | Data AugmentationImage 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 |
| CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation | Feb 1, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation | Dec 17, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| C^3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation | Jun 14, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation | Dec 12, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation | Jan 1, 2025 | DecoderImage Segmentation | —Unverified | 0 |
