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Algolzw / image-restoration-sde

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
https://algolzw.github.io/ir-sde/index.html
MIT License
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ablation experiments for latent-replacing pretraining strategy #21

Open Sttrr opened 1 year ago

Sttrr commented 1 year ago

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?

Algolzw commented 1 year ago

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.