Pengfei Wang*

Open Vocabulary 3D Scene Understanding via Geometry Guided Self-Distillation

"The scarcity of large-scale 3D-text paired data poses a great challenge on open vocabulary 3D scene understanding, and hence it is popular to leverage internet-scale 2D data and transfer their open vocabulary capabilities to 3D models through knowledge distillation. However, the existing distillati…