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Jun-Jie Liu

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Preprint Aug 2026

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

PACE (Pixel-Adaptive Condense and Extract), a training-free inference framework that accelerates both the vision encoder and the Large Language Model (LLM) via a unified Condense-and-Extract paradigm, is proposed.

Jun-Jie Liu, Shengyuan Ye, Xu Chen · 0 citations