UnfoldLDM integrates multi-granularity degradation-aware unfolding with degradation-resistant latent diffusion priors and an over-smoothing correction transformer to achieve leading performance on blind image restoration tasks.
Density-aware single image de-raining using a multi-stream dense network
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UnfoldLDM: Degradation-Aware Unfolding with Iterative Latent Diffusion Priors for Blind Image Restoration
UnfoldLDM integrates multi-granularity degradation-aware unfolding with degradation-resistant latent diffusion priors and an over-smoothing correction transformer to achieve leading performance on blind image restoration tasks.