Single-Example Learning in a Mixture of GPDMs with Latent Geometries

Jesse St. Amand, Leonardo Gizzi, Martin A. Giese

We present the Gaussian process dynamical mixture model (GPDMM) and show its utility in single-example learning of human motion data. The Gaussian process dynamical model (GPDM) is…