no code implementations • 1 Oct 2019 • Andrew Carr, Jared Nielsen, David Wingate
Neural Processes (NPs) are a class of models that learn a mapping from a context set of input-output pairs to a distribution over functions.
no code implementations • 1 Mar 2019 • Robert Pottorff, Jared Nielsen, David Wingate
We predict future video frames from complex dynamic scenes, using an invertible neural network as the encoder of a nonlinear dynamic system with latent linear state evolution.