| WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation | Apr 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists | Apr 1, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation | Mar 21, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation | Mar 19, 2025 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 |
| Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning | Mar 18, 2025 | DecoderDiversity | —Unverified | 0 |
| Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation | Mar 18, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image Segmentation | Mar 18, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation | Mar 12, 2025 | Image SegmentationMamba | —Unverified | 0 |
| Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation | Mar 12, 2025 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models | Mar 10, 2025 | General KnowledgeImage Segmentation | —Unverified | 0 |
