148 citations · 209 across the 6 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020★ 35 cited
Deep Ordinal Regression with Label Diversity
Axel Berg, Magnus Oskarsson, Mark O'Connor
Regression via classification (RvC) is a common method used for regression problems in deep learning, where the target variable belongs to a set of continuous values. By discretizi…
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…