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- # DeepPerception: Advancing Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
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  Xinyu Ma, Ziyang Ding, Zhicong Luo, Chi Chen, Zonghao Guo, Derek F. Wong, Xiaoyi Feng, Maosong Sun
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  <a href='https://deepperception-kvg.github.io/'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
 
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+ # DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
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  Xinyu Ma, Ziyang Ding, Zhicong Luo, Chi Chen, Zonghao Guo, Derek F. Wong, Xiaoyi Feng, Maosong Sun
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  <a href='https://deepperception-kvg.github.io/'><img src='https://img.shields.io/badge/Project-Page-Green'></a>