Unsupervised Novel View Synthesis from a Single Image

implicit information of a category in the model parameters

• learn from natural images
• stage1
  • train a GAN: implicit information in the model / pretraining
• stage2
  • working on latent space: regularizing latent structure
• optional: per image fine tuning