Search Results for author: Jared Nielsen

Found 2 papers, 0 papers with code

Wasserstein Neural Processes

no code implementations1 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.

Video Extrapolation with an Invertible Linear Embedding

no code implementations1 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.

Predict Future Video Frames

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