Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding

Renshan Zhang, Yibo Lyu, Rui Shao +3

Cropping high-resolution document images into multiple sub-images is the most widely used approach for current Multimodal Large Language Models (MLLMs) to do document understanding…