AI RESEARCH
Cog2Gen3D: Sculpturing 3D Semantic-Geometric Cognition for 3D Generation
arXiv CS.CV
•
ArXi:2603.05845v1 Announce Type: new Generative models have achieved success in producing semantically plausible 2D images, but it remains challenging in 3D generation due to the absence of spatial geometry constraints. Typically, existing methods utilize geometric features as conditions to enhance spatial awareness. However, these methods can only model relative relationships and are prone to scale inconsistency of absolute geometry. Thus, we argue that semantic information and absolute geometry empower 3D cognition, thereby enabling controllable 3D generation for the physical world.