Shang Liu*

VCD-Texture: Variance Alignment based 3D-2D Co-Denoising for Text-Guided Texturing

"Recent research on texture synthesis for 3D shapes benefits a lot from dramatically developed 2D text-to-image diffusion models, including inpainting-based and optimization-based approaches. However, these methods ignore the modal gap between the 2D diffusion model and 3D objects, which primarily r…