Dmytro Velychko

According to our database, Dmytro Velychko authored at least 8 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Learning Sparse Codes with Entropy-Based ELBOs.

Dmytro Velychko, Simon Damm, Asja Fischer, Jörg Lücke

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

The ELBO of Variational Autoencoders Converges to a Sum of Entropies.

Simon Damm, Dennis Forster, Dmytro Velychko, Zhenwen Dai, Asja Fischer, Jörg Lücke

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2020

Evaluating Perceptual Predictions based on Movement Primitive Models in VR- and Online-Experiments.

Benjamin Knopp, Dmytro Velychko, Johannes Dreibrodt, Alexander C. Schütz, Dominik Endres

Proceedings of the SAP '20: ACM Symposium on Applied Perception 2020, 2020

2019

Predicting Perceived Naturalness of Human Animations Based on Generative Movement Primitive Models.

Benjamin Knopp, Dmytro Velychko, Johannes Dreibrodt, Dominik Endres

ACM Trans. Appl. Percept., 2019

2018

Making the Coupled Gaussian Process Dynamical Model Modular and Scalable with Variational Approximations.

Dmytro Velychko, Benjamin Knopp, Dominik Endres

Entropy, 2018

2017

The Variational Coupled Gaussian Process Dynamical Model.

Dmytro Velychko, Benjamin Knopp, Dominik Endres

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2014

Coupling Gaussian Process Dynamical Models with Product-of-Experts Kernels.

Dmytro Velychko, Dominik Endres, Nick Taubert, Martin A. Giese

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

A CMOS-based sensor array for in-vitro neural tissue interfacing with 4225 recording sites and 1024 stimulation sites.

Gabriel Bertotti, Dmytro Velychko, Norman Dodel, Stefan Keil, Dirk Wolansky, Bernd Tillack, Matthias Schreiter, Andreas Grall, Peter Jesinger, Sebastian Rohler, Max Eickenscheidt, Alfred Stett, Andreas Moller, Karl-Heinz Boven, Günther Zeck, Roland Thewes

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014