Search Results for author: Martin Sustek

Found 1 papers, 0 papers with code

Stabilized training of joint energy-based models and their practical applications

no code implementations7 Mar 2023 Martin Sustek, Samik Sadhu, Lukas Burget, Hynek Hermansky, Jesus Villalba, Laureano Moro-Velazquez, Najim Dehak

The JEM training relies on "positive examples" (i. e. examples from the training data set) as well as on "negative examples", which are samples from the modeled distribution $p(x)$ generated by means of Stochastic Gradient Langevin Dynamics (SGLD).

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