HoloGAN Unsupervised Learning of 3D Representations From Natural Images

unsupervised learning of 3D representations from 2D images

• view-dependent mapping from 3D to 2D
• generator: perturb pose of obj in input image
  • z as style vector
  • transformation & proj.: insight from camera system
• loss
  • identity of latent var.
  • style discriminator
• gonna refer to code for more details
  • well, quite intrinsic