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.7 min read·Jan 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.11 min read·Aug 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.6 min read·Feb 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.7 min read·Oct 22, 2019----
Piotr TempczykinActa Schola Automata PolonicaA Deeper Insight Into Face Authorization SystemTechnical details of the end-to-end open-source solution.9 min read·Feb 19, 2019----
Piotr TempczykinActa Schola Automata PolonicaVisualizing LSTM NetworksAustralian sign language model visualization.10 min read·Mar 17, 2018--10--10