Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models

Figure 1. Example attributes disentangled from the stable diffusion model. Based on a fixed stable diffusion model, we disentangle the target attribute from a single training image. The learned parameters can then be applied to an unseen image and achieve the same edit.