ASAP: Attention-Shift-Aware Pruning for Efficient LVLM Inference

Surendra Pathak, Bo Han

While Large Vision-Language Models (LVLMs) demonstrate exceptional multi-modal capabilities, the quadratic computational cost of processing high-resolution visual tokens remains a…