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...