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Hai-Feng Hu

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#machine learning Preprint Sep 2026

Reliability-aware Cross-sample Enhancement for Robust Multimodal Sentiment Analysis

Multimodal Sentiment Analysis (MSA) aims to infer human emotions from multiple modalities such as text, audio, and vision. In practice, inputs are often corrupted by noise and missing modalities, which degrades performance. Existing methods typically address these challenges in isolation, limiting their effectiveness i...

Meng-Hua Jiang, Hao-Kai Gao, Xian-Gui Kang et al. · 0 citations

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