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End-to-end Sinkhorn Autoencoder with Noise Generator

In this work, we propose a novel end-to-end Sinkhorn Autoencoder with a noise generator for efficient data collection simulation. Simulating processes that aim at collecting experimental data is crucial for multiple real-life applications, including nuclear medicine, astronomy, and high energy physi...

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Detalles Bibliográficos
Autores principales: Deja, Kamil, Dubiński, Jan, Nowak, Piotr, Wenzel, Sandro, Spurek, Przemysław, Trzciński, Tomasz
Lenguaje:eng
Publicado: 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1109/ACCESS.2020.3048622
http://cds.cern.ch/record/2749256