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04/12/2021
Boltzmann Tuning of Generative Models
The paper focuses on the a posteriori tuning of a generative model in or...
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10/12/2020
Anomaly Detection With Conditional Variational Autoencoders
Exploiting the rapid advances in probabilistic inference, in particular ...
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03/04/2020
Variational Auto-Encoder: not all failures are equal
We claim that a source of severe failures for Variational Auto-Encoders ...
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01/22/2020
From abstract items to latent spaces to observed data and back: Compositional Variational Auto-Encoder
Conditional Generative Models are now acknowledged an essential tool in ...
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07/03/2018