Shaking Hands in Latent Space - Modeling Emotional Interactions with Gaussian Process Latent Variable Models. - Nick Taubert; Dominik Endres; Andrea Christensen; Martin A. Giese (KI, 2011)

Online simulation of emotional interactive behaviors with hierarchical Gaussian process dynamical models. - Nick Taubert; Andrea Christensen; Dominik Endres; Martin A. Giese (SAP, 2012)

A virtual reality setup for controllable, stylized real-time interactions between humans and avatars with sparse Gaussian process dynamical models. - Nick Taubert; Martin Löffler; Nicolas Ludolph; Andrea Christensen; Dominik Endres; Martin A. Giese (SAP, 2013)

Coupling Gaussian Process Dynamical Models with Product-of-Experts Kernels. - Dmytro Velychko; Dominik Endres; Nick Taubert; Martin A. Giese (ICANN, 2014)

Modeling of Coordinated Human Body Motion by Learning of Structured Dynamic Representations. - Albert Mukovskiy; Nick Taubert; Dominik Endres; Christian Vassallo; Maximilien Naveau; Olivier Stasse; Philippe Souères; Martin A. Giese (Geometric and Numerical Foundations of Movements, 2017)

Physiologically-Inspired Neural Circuits for the Recognition of Dynamic Faces. - Michael Stettler; Nick Taubert; Tahereh Azizpour; Ramona Siebert; Silvia Spadacenta; Peter W. Dicke; Peter Thier; Martin A. Giese (ICANN (1), 2020)

Reactive Hand Movements from Arm Kinematics and EMG Signals Based on Hierarchical Gaussian Process Dynamical Models. - Nick Taubert; Jesse St. Amand; Prerana Kumar; Leonardo Gizzi; Martin A. Giese (ICANN (1), 2020)

Hierarchical Deep Gaussian Processes Latent Variable Model via Expectation Propagation. - Nick Taubert; Martin A. Giese (ICANN (3), 2021)

Neurodynamical Model of the Visual Recognition of Dynamic Bodily Actions from Silhouettes. - Prerana Kumar; Nick Taubert; Rajani Raman; Anna Bognár; Ghazaleh Ghamkhari Nejad; Rufin Vogels; Martin A. Giese (ICANN (2), 2023)

Multi-Domain Norm-referenced Encoding Enables Data Efficient Transfer Learning of Facial Expression Recognition. - Michael Stettler; Alexander Lappe; Nick Taubert; Martin A. Giese (CoRR, 2023)

The contribution of dynamics to macaque body and face patch responses. - Anna Bognár; Rajani Raman; Nick Taubert; Yordanka Zafirova; Baichen Li; Martin A. Giese; Béatrice de Gelder; Rufin Vogels (NeuroImage, 2023)