QDepth-VLA: Quantized Depth Prediction as Auxiliary Supervision for Vision-Language-Action Models

Yixuan Li, Yuhui Chen, Mingcai Zhou +3

Spatial perception and reasoning are crucial for Vision-Language-Action (VLA) models to accomplish fine-grained manipulation tasks. However, existing approaches often lack the abil…