VLA-ACL: Action-Consistent Visual Token Pruning for Efficient Vision-Language-Action Models

Owen Du, Yang Yue, Jie Zhang +3

Vision-Language-Action (VLA) models achieve strong robotic manipulation performance but incur high computational costs from processing long token sequences at every control step, l…