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06/17/2022
Representational Multiplicity Should Be Exposed, Not Eliminated
It is prevalent and well-observed, but poorly understood, that two machi...
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12/21/2019
Deep Automodulators
We introduce a novel autoencoder model that deviates from traditional au...
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12/06/2019
Gaussian Process Priors for View-Aware Inference
We derive a principled framework for encoding prior knowledge of informa...
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04/12/2019
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders
We build on recent advances in progressively growing generative autoenco...
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07/09/2018
Pioneer Networks: Progressively Growing Generative Autoencoder
We introduce a novel generative autoencoder network model that learns to...
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02/14/2018