2026
Consistency Geodesic Bridge: Image Restoration with Pretrained Diffusion Models
ICLR 2026poster
Bridge diffusion models have shown great promise in image restoration by constructing a direct path from degraded to clean images. However, they often rely on predefined, high-action trajectories, which limits both sampling efficiency and final restoration quality. To address this, we propose a Cons…