Conditional out-of-sample generation for unpaired data using trVAE

Mohammad Lotfollahi, Mohsen Naghipourfar, Fabian J. Theis +1

While generative models have shown great success in generating high-dimensional samples conditional on low-dimensional descriptors (learning e.g. stroke thickness in MNIST, hair co…