Multimodal Sentiment Analysis with Mutual Information-Based Disentangled Representation Learning

Information Science, Computer Science, Artificial Intelligence,
Multimodal Sentiment Analysis   Mutual Information   Disentangled Representation Learning   Modality-Invariant Information   Modality-Specific Information  

Disentangled Representation Learning in Multimodal Sentiment Analysis Using Mutual Information: An Innovative Study Academic Background With the rapid development of social media, the amount of user-generated multimedia content (such as tweets and videos) has increased dramatically. These multimedia data typically include three modalities: visual (...