StackTok: Accelerating VLMs Inference with Budget-Adaptive Visual Token Selection

Zhenbin Wang, Lei Zhang, Lituan Wang +3

Increasing image resolution produces ever-longer visual-token sequences in vision-language models (VLMs), substantially raising their inference cost. To reduce this overhead withou…