S${}^2$Prune: Spatially Structured Visual Token Pruning for Multimodal Large Language Models

Yuanyuan Jia, Shunpu Tang, Qianqian Yang

Visual token pruning reduces the inference overhead of multimodal large language models (MLLMs) by retaining only a subset of visual tokens. Existing methods usually select tokens…