A survey on GANs for computer vision: Recent research, analysis and taxonomy

arXiv:2203.11242v3 Announce Type: replace
Abstract: In the last few years, there have been several revolutions in the field of deep learning, mainly headlined by the large impact of Generative Adversarial Networks (GANs). GANs not only provide an unique architecture when defining their models, but also generate incredible results which have had a direct impact on society. Due to the significant improvements and new areas of research that GANs have brought, the community is constantly coming up with new researches that …

abstract adversarial analysis architecture arxiv computer computer vision cs.ai cs.cv cs.lg deep learning gans generate generative generative adversarial networks impact networks research revolutions survey taxonomy type vision