作者位次 #3/8ACL 2026Findings· Findings of ACL
H i P rune: Hierarchical Attention for Efficient Token Pruning in Vision-Language Models
Jizhihui Liu · Guangdao Zhu · Feiyi Du · Niu Lian · Jun Li · Bin Chen · Weili Guan · Yaowei Wang
摘要
Vision-Language Models (VLMs) encode images and videos into abundant tokens, which contain substantial redundancy and computation cost. While visual token pruning mitigates the issue, most existing methods lack insight into the intrinsic property of the vision encoder itself. In this work, we div...