2026
Reg3D: Reconstructive Geometry Instruction Tuning for 3D Scene Understanding
ICASSP 2026oral
The rapid development of Large Multimodal Models (LMMs) has led to remarkable progress in 2D visual understanding; however, extending these capabilities to 3D scene understanding remains a significant challenge. Existing approaches predominantly rely on text-only supervision, which fails to provide…