Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and Editability. (arXiv:2207.09367v1 [cs.CV])

GAN inversion aims to invert an input image into the latent space of a
pre-trained GAN. Despite the recent advances in GAN inversion, there remain
challenges to mitigate the tradeoff between distortion and editability, i.e.
reconstructing the input image accurately and editing the inverted image with a
small visual quality drop. The recently proposed pivotal tuning model makes
significant progress towards reconstruction and editability, by using a
two-step approach that first inverts the input image into a latent code, called …

arxiv cv encoder encoding