[R] SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher

A real-time text-to-image one-step diffusion, achieving the FID-30k of 8.14 on MS COCO-2014, beating its multi-step Stable Diffusion teacher and other near real-time T2I counterparts.

**Paper highlights**

>In this paper, we aim to enhance the performance of SwiftBrush, a prominent one-step text-to-image diffusion model, to be competitive with its multi-step Stable Diffusion counterpart. Initially, we explore the quality-diversity trade-off between SwiftBrush and SD Turbo: the former excels in image diversity, while the latter excels in image quality. Based on these …

aim coco deeplearning diffusion diffusion model highlights image image diffusion near paper performance real-time stable diffusion text text-to-image