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.
Disco- 3d: Discovering and segmenting sub-concepts from open-vocabulary queries in nerf,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.