2 code implementations • 18 Feb 2020 • Andrea Asperti, Matteo Trentin
In the loss function of Variational Autoencoders there is a well known tension between two components: the reconstruction loss, improving the quality of the resulting images, and the Kullback-Leibler divergence, acting as a regularizer of the latent space.