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Video Generative Patch Nearest Neighbors (VGPNN)
A non-parametric approach for video generation from a single video, outperforming single-video GANs in visual quality and realism. -
Importance Sampling with Variational Autoencoders
The dataset used in the paper is a high-dimensional non-parametric importance sampling problem.