A Variational U-Net for Conditional Appearance and Shape Generation

mapping from shape to target image

• condition on latent representation of variational AE for appearence
• shape? geometrical information: loc, shape, pose

• joint prior: p(x

  y, z), q(z

  x, y)

  • similar to CVPR 2019
• perceptual quality? perceptual loss