Balancing reconstruction error and Kullback-Leibler divergence in Variational Autoencoders

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 t…