VCDP improves semi-supervised 3D medical image segmentation by attaching a training-only module that models each organ class as a Gaussian proxy with multiple variation prototypes to regularize feature spaces.
Magicnet: Semi-supervised multi-organ segmentation via magic-cube partition and recovery,
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VCDP: Variation-Conditioned Distributional Proxy Learning for Semi-Supervised Medical Image Segmentation
VCDP improves semi-supervised 3D medical image segmentation by attaching a training-only module that models each organ class as a Gaussian proxy with multiple variation prototypes to regularize feature spaces.