Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs.

Shezheng Song, Kangcheng Ding, Shan Zhao, Shasha Li, Xiaopeng Li, Chengyu Wang, Qian Wan, Bin Ji, Jie Yu

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