2 papers
cs.CV2026
ReBridge-Flow: Re-Coupling Posterior Bridges in Flow Matching for Image Restoration
Jiaqi Zhang, Yiqi Wang, Hongjie Wu +6
Flow Matching provides an efficient generative prior for image restoration by learning continuous transport between source and data distributions. However, existing methods typical…
cs.CV2026
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…