Analyzing Multimodal Integration in the Variational Autoencoder from an Information-Theoretic Perspective

Carlotta Langer, Yasmin Kim Georgie, Ilja Porohovoj +2

Human perception is inherently multimodal. We integrate, for instance, visual, proprioceptive and tactile information into one experience. Hence, multimodal learning is of importan…