HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation
Our method, HyperSDFusion, leverages hyperbolic space to learn joint hierarchical representations of text and shape, improving the quality of text-to-shape generation by capturing sequential and hierarchical features effectively.