The author introduces "latent transparency" to enable large-scale pretrained latent diffusion models to generate transparent images or multiple transparent layers. By regulating an offset added to the latent space, the high-quality output of large-scale image diffusion models is maintained.
Latent Transparency enables large-scale pretrained diffusion models to generate transparent images and layers while preserving model quality.