Liang Geng

3D visual grounding based on active perception

3D visual grounding (3DVG) is a key capability for embodied agents, requiring a robot to localize in 3D the object referred to by a free-form language expression. Existing LLM/VLM-based approaches often make one-shot decisions from incomplete observations or invoke expensive mult...