Improving Bi-directional Generation between Different Modalities with Variational Autoencoders

Masahiro Suzuki, Kotaro Nakayama, Yutaka Matsuo

We investigate deep generative models that can exchange multiple modalities bi-directionally, e.g., generating images from corresponding texts and vice versa. A major approach to a…