Olivier Bernard

Olivier Bernard

Professor at the university of Lyon (INSA), France and deputy director of the CREATIS laboratory

Variational Auto-encoders

Course, INSA, university of Lyon, electrical department, 2024

Course on variational auto-encoder networks. The following aspects are covered: fundamental concepts, Kullback-Liebler divergence, variational inference, VAE architectures.
[pdf-fr] [pdf-en] [code 1] [code 2] [code 3] [code 4] [post]


Teaching VAE