MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention

Zhi Chen, Runze Hu, Le Zhang

Flow matching has recently emerged as a principled framework for learning continuous-time transport maps, enabling efficient ODE-based sampling without relying on stochastic diffus…