Super-Resolution in The Right Latent Space: A Frozen Vision-Foundation Substrate

Wanzhou Lei, Cuifeng Sheng, Cuifeng Shen +7

In an image latent space, the embeddings of high-resolution, natural, and sharp images form a manifold. Degradation of high-resolution images pushes their embeddings off this manif…