The Variational Homoencoder: Learning to learn high capacity generative models from few examples

Luke B. Hewitt, Maxwell I. Nye, Andreea Gane +2

Hierarchical Bayesian methods can unify many related tasks (e.g. k-shot classification, conditional and unconditional generation) as inference within a single generative model. How…