Wenbin Yan

EGAS: Enhanced Geometry-aware 3D Asset Generation Using Gaussian Splatting

Current text-to-3D generation methods that rely solely on 2D diffusion supervision often suffer from incorrect geometry (e.g. geometric collapse) and unrealistic appearance (e.g. Janus issues) due to the inherent ambiguity in 2D lifting methods for scene representation optimization, which also leads…