1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 1 cited
Variance Constrained Autoencoding
D. T. Braithwaite, M. O'Connor, W. B. Kleijn
Recent state-of-the-art autoencoder based generative models have an encoder-decoder structure and learn a latent representation with a pre-defined distribution that can be sampled…
cs.LG2018
Bounded Information Rate Variational Autoencoders
D. T. Braithwaite, W. B. Kleijn
This paper introduces a new member of the family of Variational Autoencoders (VAE) that constrains the rate of information transferred by the latent layer. The latent layer is inte…