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

1 code implementation • 18 Jan 2021 • Svetlana Kutuzova, Oswin Krause, Douglas McCloskey, Mads Nielsen, Christian Igel

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).