Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Victor Berger

Boltzmann Tuning of Generative Models

Apr 12, 2021
Victor Berger, Michele Sebag

  Access Paper or Ask Questions

Anomaly Detection With Conditional Variational Autoencoders

Oct 12, 2020
Adrian Alan Pol, Victor Berger, Gianluca Cerminara, Cecile Germain, Maurizio Pierini

* Presented at ICMLA 2019 

  Access Paper or Ask Questions

Variational Auto-Encoder: not all failures are equal

Mar 04, 2020
Michele Sebag, Victor Berger, Michèle Sebag

  Access Paper or Ask Questions

From abstract items to latent spaces to observed data and back: Compositional Variational Auto-Encoder

Jan 22, 2020
Victor Berger, Michèle Sebag

* ECMLPKDD 2019 : European Conference on Machine learning and knowledge discovery in databases, Sep 2019, W{\"u}rzburg, Germany 

  Access Paper or Ask Questions

New Losses for Generative Adversarial Learning

Jul 26, 2018
Victor Berger, Michèle Sebag

* The central result of the paper was based on a wrong assumption: the term in the loss capturing the variation of the optimal discriminator with relation to the generator can be proved to be always zero using the Envelope Theorem 

  Access Paper or Ask Questions