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Papers
A Pseudo-Label Optimization Method Based on Polar Coordinate Modeling and Prior Constraints
AAAI 2026
ECT-3DMedSAM: Efficient Cross Teaching Using Segment Anything Model for Semi-Supervised 3D Medical Image Segmentation
MIDL 2026
Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation
ICML 2025
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
AAAI 2025
RA-BUSSeg: Relation-aware Semi-supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-layer Alignment
ICCV 2025
Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation
MIDL 2024
Diverse Cotraining Makes Strong Semi-Supervised Segmentor
ICCV 2023
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation
ICCV 2023
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation
MIDL 2022
Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation
AAAI 2022