MIDAS combines variational latent disentanglement, mutual information minimax objectives, and uncertainty-weighted attention to improve multimodal sentiment analysis under incomplete inputs.
Cold fusion: Calibrated and ordinal latent dis- tribution fusion for uncertainty-aware multimodal emotion recognition,
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MIDAS: Mutual Information Disentanglement with Uncertainty-Aware Fusion for Incomplete Multimodal Sentiment Analysis
MIDAS combines variational latent disentanglement, mutual information minimax objectives, and uncertainty-weighted attention to improve multimodal sentiment analysis under incomplete inputs.