CASD combines evidential NIG priors, Student's t fusion, uncertainty distillation, and reparameterized sampling to improve multimodal sentiment analysis when modalities are missing.
Joint training strategy of unimodal and multimodal for multimodal sentiment analysis,
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Confidence-Aware Self-Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
CASD combines evidential NIG priors, Student's t fusion, uncertainty distillation, and reparameterized sampling to improve multimodal sentiment analysis when modalities are missing.