MS3D: High-Quality 3D Generation via Multi-Scale Representation Modeling

Multi-Scale Feature Figure 1. Previous methods rely on single-scale reconstruction, requiring the model to capture both global structure and local details simultaneously, often leading to suboptimal results. In contrast, our method decomposes the reconstruction process into progressive refinement, enabling more precise geometric and texture generation.