A two-stage diffusion transformer pipeline generates multi-view-consistent, relightable PBR material maps for 3D meshes, reporting state-of-the-art FID/KID scores on 70 Objaverse models and higher user-study ratings than four baselines.
Auv-net: Learning aligned uv maps for texture transfer and synthesis
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MCMat: Multiview-Consistent and Physically Accurate PBR Material Generation
A two-stage diffusion transformer pipeline generates multi-view-consistent, relightable PBR material maps for 3D meshes, reporting state-of-the-art FID/KID scores on 70 Objaverse models and higher user-study ratings than four baselines.