Focus-Scan-Refine: From Human Visual Perception to Efficient Visual Token Pruning

Enwei Tong, Yuanchao Bai, Yao Zhu +2

Vision-language models (VLMs) often generate massive visual tokens that greatly increase inference latency and memory footprint; while training-free token pruning offers a practica…