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Enhanced Control for Diffusion Bridge in Image Restoration
Image restoration refers to the process of restoring a damaged low-quality image back to its corresponding high-quality image.
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge
By leveraging the natural mean-reverting property of the generalized OU process and further eliminating the variance of its steady-state distribution through the Doob's h-transform, we achieve diffusion mappings from point to point enabling the recovery of high-quality images from low-quality ones.
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