18481308. HIGH-RESOLUTION IMAGE GENERATION USING DIFFUSION MODELS (ADOBE INC.)
HIGH-RESOLUTION IMAGE GENERATION USING DIFFUSION MODELS
Organization Name
Inventor(s)
Siddharth Iyer of San Francisco CA US
HIGH-RESOLUTION IMAGE GENERATION USING DIFFUSION MODELS
This abstract first appeared for US patent application 18481308 titled 'HIGH-RESOLUTION IMAGE GENERATION USING DIFFUSION MODELS
Original Abstract Submitted
Methods, non-transitory computer readable media, apparatuses, and systems for high-resolution image generation using diffusion models include obtaining a prompt and generating, using a first diffusion model, a predicted denoised image at a first resolution based on the prompt. The predicted denoised image is generated at a first intermediate diffusion step of the first diffusion model. The predicted denoised image is upsampled to obtain an upsampled denoised image at a second resolution that is higher than the first resolution. A second diffusion model then generates an output image at the second resolution based on the prompt and the upsampled denoised image.
