The Dual-Branch Rebalancing Framework (DBR) mitigates shared-private branch imbalance in multimodal sentiment analysis via Temporal-Structural Factorization, Anchor-Guided Private Routing, and Bidirectional Rebalancing Fusion, outperforming baselines on CMU-MOSI, CMU-MOSEI, and MIntRec.
Jian, Zhongxue Gan, and Chun Ouyang
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Mitigating Shared-Private Branch Imbalance via Dual-Branch Rebalancing for Multimodal Sentiment Analysis
The Dual-Branch Rebalancing Framework (DBR) mitigates shared-private branch imbalance in multimodal sentiment analysis via Temporal-Structural Factorization, Anchor-Guided Private Routing, and Bidirectional Rebalancing Fusion, outperforming baselines on CMU-MOSI, CMU-MOSEI, and MIntRec.