Index-Preserving Lightweight Token Pruning for Efficient Document Understanding in Vision-Language Models

Jaemin Son, Sujin Choi, Inyong Yun

Recent progress in vision-language models (VLMs) has led to impressive results in document understanding tasks, but their high computational demands remain a challenge. To mitigate…