Beyond Token Importance: Preserving Spatial Scaffolds for Efficient Vision-Language-Action Inference

Jiayu Chen, Shuyong Gao, Jingkai Jia +6

Existing VLA pruning strategies primarily select individual visual tokens according to task-level semantic relevance, while overlooking the spatial information required for robotic…