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Updated: Mar 11, 2026

Cross-Modal Multivariate Pattern Analysis
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Published on: November 9, 2011

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为了跨模式的检索,Aleatoric-Epistemic联合不确定性建模

Tianyu Chang, Peipei Song, Xun Yang

    IEEE transactions on cybernetics
    |March 9, 2026
    PubMed
    概括

    本研究引入了一种跨模式检索的新框架,该框架模拟数据和模型不确定性. 通过共同估计 aleatoric 不确定性和 epistemic 不确定性,该方法提高了视觉语言任务的检索准确性.

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