When and What to Prune? Stage-Aware Visual Token Pruning for Efficient VLA

Tianjun Shi, Haotian Xiong, Ziyu Gong +2

Visual token pruning is an effective way to accelerate vision-language models and is especially useful for vision-language-action (VLA) inference, where many visual tokens must be…