LatentKeypointGAN: Controlling GANs via Latent Keypoints

LatentKeypointGAN is introduced, a two-stage GAN that is trained endto-end on the classical GAN objective yet internally conditioned on a set of sparse keypoints with associated appearance embeddings that respectively control the position and style of the generated objects and their parts.