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Open access Sep 2026

Register-augmented attention and self-calibrated fusion for robust multimodal sentiment analysis

Results indicate that combining register-based representation stabilization with quality-aware fusion provides an effective solution for robust multimodal sentiment analysis, and RegCal-Net achieves competitive performance across multiple evaluation metrics, particularly improving fine-grained sentiment classification...

Bin Xu, Wei-Yang Wang, Ao Ding · 0 citations

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