Mind the Gap when Conditioning Amortised Inference in Sequential Latent-Variable Models

Justin Bayer, Maximilian Soelch, Atanas Mirchev +2

Amortised inference enables scalable learning of sequential latent-variable models (LVMs) with the evidence lower bound (ELBO). In this setting, variational posteriors are often on…