Automatic Unpaired Shape Deformation Transfer

learn how shapes deform from a dataset, provide a differentiable metric measuring visual similarity, mapping between latent space

• a VAE for source and target dataset
  • CycleGAN on latent code from two VAEs
  • two discriminator
• shape representation from previous papers
  • conv on mesh
• similarity measurement: learned by a NN
• training: seperately