Hierarchical and Query-Aware Visual Token Pruning for High-Resolution LVLMs

Luther Wei, Ling Zou, Kang-Yang Huang +2

High-resolution Large Vision-Language Models (LVLMs) preserve critical, fine-grained visual details by encoding a global thumbnail alongside multiple local crops. However, the resu…