Piotr TempczykinActa Schola Automata PolonicaTopology of a latent space: Few potential problems shown with low dimensional synthetic datasets.Exploring latent space dimensionality impact on reconstruction error and sample quality in deep latent variable models.Jan 13, 2022Jan 13, 2022
Piotr TempczykinActa Schola Automata PolonicaTopology of a latent space: What can go wrong with the representation in a deep latent variable…How to learn a good representation in deep generative models.Aug 9, 2020Aug 9, 2020
Piotr TempczykinActa Schola Automata PolonicaIn-depth look into PRL — the new reinforcement learning framework in PythonOpen-source library for a reinforcement learning research.Feb 7, 2020Feb 7, 2020
Piotr TempczykinActa Schola Automata PolonicaPRL — a novel approach to building a reinforcement learning framework in PythonOpen-source library for a reinforcement learning research.Oct 22, 2019Oct 22, 2019
Piotr TempczykinActa Schola Automata PolonicaA Deeper Insight Into Face Authorization SystemTechnical details of the end-to-end open-source solution.Feb 19, 2019Feb 19, 2019
Piotr TempczykinActa Schola Automata PolonicaVisualizing LSTM NetworksAustralian sign language model visualization.Mar 17, 201810Mar 17, 201810