Dmytro Velychko

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 7

Top Topics

Gaussian Process

Dynamical Model

Top Venues

ACM Trans. Appl. Percept.

Publications

Dmytro Velychko, Simon Damm, Asja Fischer, Jörg Lücke
Learning Sparse Codes with Entropy-Based ELBOs. AISTATS (2024)
Simon Damm, Dennis Forster, Dmytro Velychko, Zhenwen Dai, Asja Fischer, Jörg Lücke
The ELBO of Variational Autoencoders Converges to a Sum of Entropies. AISTATS (2023)
Dmytro Velychko, Simon Damm, Asja Fischer, Jörg Lücke
Learning Sparse Codes with Entropy-Based ELBOs. CoRR (2023)
Benjamin Knopp, Dmytro Velychko, Johannes Dreibrodt, Alexander C. Schütz, Dominik Endres
Evaluating Perceptual Predictions based on Movement Primitive Models in VR- and Online-Experiments. SAP (2020)
Benjamin Knopp, Dmytro Velychko, Johannes Dreibrodt, Dominik Endres
Predicting Perceived Naturalness of Human Animations Based on Generative Movement Primitive Models. ACM Trans. Appl. Percept. 16 (3) (2019)
Dmytro Velychko, Benjamin Knopp, Dominik Endres
Making the Coupled Gaussian Process Dynamical Model Modular and Scalable with Variational Approximations. Entropy 20 (10) (2018)
Dmytro Velychko, Benjamin Knopp, Dominik Endres
The Variational Coupled Gaussian Process Dynamical Model. ICANN (1) (2017)
Dmytro Velychko, Dominik Endres, Nick Taubert, Martin A. Giese
Coupling Gaussian Process Dynamical Models with Product-of-Experts Kernels. ICANN (2014)
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
A CMOS-based sensor array for in-vitro neural tissue interfacing with 4225 recording sites and 1024 stimulation sites. BioCAS (2014)