Action-aware Dynamic Pruning for Efficient Vision-Language-Action Manipulation

Xiaohuan Pei, Yuxing Chen, Siyu Xu +3

Robotic manipulation with Vision-Language-Action models requires efficient inference over long-horizon multi-modal context, where attention to dense visual tokens dominates computa…