2025
Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models
CVPR 2025poster
In this paper, we propose LSRNA, a novel framework for higher-resolution (exceeding 1K) image generation using diffusion models by leveraging super-resolution directly in the latent space. Existing diffusion models struggle with scaling beyond their training resolutions, often leading to structural…