| Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation | Nov 29, 2023 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation | Oct 8, 2023 | Data AugmentationImage 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 |
| Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation | Aug 23, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation | Jul 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation | May 25, 2023 | DiversityImage Segmentation | CodeCode Available | 1 |
| ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast | Apr 5, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation | Mar 24, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation | Mar 23, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective | Feb 3, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation | Jan 13, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation | Jan 11, 2023 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation | Jan 1, 2023 | Colorectal Gland Segmentation:Contrastive Learning | CodeCode Available | 1 |
| MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery | Dec 29, 2022 | AnatomyData Augmentation | CodeCode Available | 1 |
| When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation | Aug 12, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation | Aug 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation | Jun 18, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Translation Consistent Semi-supervised Segmentation for 3D Medical Images | Mar 28, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation | Mar 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
