Really Need Recursion? Revisiting One-pass Registration with Multi-level Multi-space Contextual Guidance.

arXiv:2610.22423v1 Announce Type: cross Abstract: Deformable image registration is a fundamental challenge in medical image analysis. Recent deep learning-based methods typically adopt either one-pass architectures that complete registration in a single networ