Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation

Sajad Norouzi, David J. Fleet, Mohammad Norouzi

We introduce Exemplar VAEs, a family of generative models that bridge the gap between parametric and non-parametric, exemplar based generative models. Exemplar VAE is a variant of…