Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts

Svetlana Kutuzova, Oswin Krause, Douglas McCloskey +2

Multimodal generative models should be able to learn a meaningful latent representation that enables a coherent joint generation of all modalities (e.g., images and text). Many app…