Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations

Sijie Mai, Ying Zeng, Haifeng Hu

Learning effective joint embedding for cross-modal data has always been a focus in the field of multimodal machine learning. We argue that during multimodal fusion, the generated m…