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Updated: Sep 14, 2025

Author Spotlight: Insights into Visual Cortex Research Through Wide-View fMRI Mapping
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Author Spotlight: Insights into Visual Cortex Research Through Wide-View fMRI Mapping

Published on: December 8, 2023

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增强双模式匹配与视觉语言表示,用于分布外检测

Xiang Xiang, Zhuo Xu, Zihan Zhang

    IEEE transactions on pattern analysis and machine intelligence
    |July 18, 2025
    PubMed
    概括

    本研究引入了双模式匹配 (DPM) 以使用视觉语言模型 (VLM) 改进分布外 (OOD) 检测. DPM有效地使用视觉和文本数据模式,大大提高了对未见数据分布的模型概括性.

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