Generating 3D Faces using Multi-column Graph Convolutional Networks

Kun Li, Jingying Liu, Yu-Kun Lai, Jingyu Yang

Abstract: In this work, we introduce multi-column graph convolutional networks (MGCNs), a deep generative model for 3D mesh surfaces that effectively learns a non-linear facial representation. We perform spect...