Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion. (arXiv:2305.03509v1 [cs.CL])

Diffusion-based generative models' impressive ability to create convincing
images has captured global attention. However, their complex internal
structures and operations often make them difficult for non-experts to
understand. We present Diffusion Explainer, the first interactive visualization
tool that explains how Stable Diffusion transforms text prompts into images.
Diffusion Explainer tightly integrates a visual overview of Stable Diffusion's
complex components with detailed explanations of their underlying operations,
enabling users to fluidly transition between multiple levels of abstraction
through animations and interactive …

arxiv attention diffusion experts explainer generative generative models global global attention image images interactive operations prompts stable diffusion text text-to-image tool visualization