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

Published in IEEE Transactions on Affective Computing, 2025

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Recommended citation: Jili Chen, Yihua Zhong, Qionghao Huang*, Changqin Huang, Fan Jiang, Xiaodi Huang, Xun Wang, "UCMIB-PNS: Balancing Sufficiency and Necessity with Probabilistic Causality and Cross-Modal Uncertainty in Multimodal Sentiment Analysis." IEEE Transactions on Affective Computing, 2025.