PACE: A Unified Condense-and-Extract Paradigm for Fast VLM Inference

Junjie Liu, Shengyuan Ye, Xu Chen

Vision-Language Models (VLMs) demonstrate exceptional visual reasoning capabilities, yet their inference costs escalate rapidly with the proliferation of visual tokens. Existing vi…