Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units

Stefanos Eleftheriadis, Ognjen Rudovic, Marc P. Deisenroth +1

We address the task of simultaneous feature fusion and modeling of discrete ordinal outputs. We propose a novel Gaussian process(GP) auto-encoder modeling approach. In particular,…