AIBullisharXiv – CS AI · 5h ago7/10
🧠
Native3D: End-to-End 3D Scene Generation via Unified Mesh-Texture Modeling and Semantic Alignment
Native3D introduces an end-to-end 3D scene generation framework that eliminates the need for 2D intermediate representations, using a unified mesh-texture modeling approach with semantic alignment to improve geometric and textural fidelity compared to traditional diffusion model-based methods.