Upsample Guidance: Scaling Up Diffusion Models Without Additional Training

Upsample guidance is a technique that enables diffusion models to generate high-resolution images (e.g., 15362) from pre-trained low-resolution models (e.g., 5122) without any additional training or external models, by simply adding a single term in the sampling process.