UCMIB-PNS: Balancing Sufficiency and Necessity With Probabilistic Causality and Cross-Modal Uncertainty in Multimodal Sentiment Analysis

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journal：IEEE Transactions on Affective Computing

Authors：Jili Chen; Yihua Zhong; Qionghao Huang; Changqin Huang; Fan Jiang; Xiaodi Huang; Xun Wang

Published date：2026-1-

DOI：10.1109/taffc.2025.3606964

PDF link：https://ieeexplore.ieee.org/stampPDF/getPDF.jsp?arnumber=11153045

Article link：https://doi.org/10.1109/taffc.2025.3606964

Article Source：Institute of Electrical and Electronics Engineers (IEEE)。

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[IEEE] UCMIB-PNS: Balancing Sufficiency and Necessity With Probabilistic Causality and Cross-Modal Uncertainty in Multimodal Sentiment Analysis

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