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Ji-Chen Zhang

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Stability Enhanced Gaussian Process Variational Autoencoders

A novel stability-enhanced Gaussian process variational autoencoder (SEGP-VAE) is proposed for indirectly training a low-dimensional linear time invariant (LTI) system, using high-dimensional video data. The mean and covariance function of the novel SEGP prior are derived from the definition of an LTI system, enabling...

Carl R. Richardson, Ji-Chen Zhang, Ethan King et al. · 0 citations

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