Few-Shot Distribution-Aligned Flow Matching for Data Synthesis in Medical Image Segmentation

Jie Yang, Ziqi Ye, Aihua Ke +3

Data heterogeneity hinders clinical deployment of medical image analysis models, and generative data augmentation helps mitigate this issue. However, recent diffusion-based methods…