image-restoration-sde icon indicating copy to clipboard operation
image-restoration-sde copied to clipboard

ablation experiments for latent-replacing pretraining strategy

Open Sttrr opened this issue 1 year ago • 1 comments

I don't see the ablation experiments in the paper “Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models” about the latent-replacing pretraining strategy and I would like to know how much impact this strategy brings, can you provide comparison results?

Sttrr avatar Jun 12 '23 16:06 Sttrr

Hi, we didn't do the ablation experiment for the "latent-replacing strategy". But intuitively, only in this way, we can combine LQ hidden connections with the restored HQ latent to generate the HQ image. Then we can perform diffusion-based restoration on the latent vectors.

Algolzw avatar Jun 12 '23 23:06 Algolzw