Guoxi Huang*

Layered Rendering Diffusion Model for Controllable Zero-Shot Image Synthesis

"This paper introduces innovative solutions to enhance spatial controllability in diffusion models reliant on text queries. We first introduce vision guidance as a foundational spatial cue within the perturbed distribution. This significantly refines the search space in a zero-shot paradigm to focus…