SUPRA-TEX: 3D Generation with Super-Aligned Texture

SUPRA-Tex generates relightable materials for a 3D mesh from a single image reference. It decouples material estimation, surface alignment, and 3D completion. By first predicting PBR maps and encoding them into observation latents, it allows the generator to focus on preserving visible details while coherently completing unobserved surfaces.

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