While modern diffusion models excel at generating high-quality and diverse images, they still struggle with high-fidelity compositional and multimodal control. We introduce Canvas-to-Image, a unified framework that consolidates these heterogeneous …
Despite their impressive visual fidelity, existing personalized generative models lack interactive control over spatial composition and scale poorly to multiple subjects. To address these limitations, we present LayerComposer, an interactive …