HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models

Kazi Hasan Ibn Arif, JinYi Yoon, Dimitrios S. Nikolopoulos +3

High-resolution Vision-Language Models (VLMs) are widely used in multimodal tasks to enhance accuracy by preserving detailed image information. However, these models often generate…