EBMC framework enhances weaker modalities via semantic disentanglement and cross-modal boosting, then balances them with energy-guided coordination and instance-aware trust distillation for improved MSA performance and missing-modality robustness.
Towards multi- modal sentiment analysis via hierarchical correlation model- ing with semantic distribution constraints
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Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis
EBMC framework enhances weaker modalities via semantic disentanglement and cross-modal boosting, then balances them with energy-guided coordination and instance-aware trust distillation for improved MSA performance and missing-modality robustness.