2026
MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration
CVPR 2026
Deformable image registration (DIR) remains a fundamental yet challenging problem in medical image analysis, largely due to the prohibitively high-dimensional deformation space of dense displacement fields and the scarcity of voxel-level supervision. Existing reinforcement learning frameworks often