A comprehensive survey on semantic facial attribute editing using generative adversarial networks

A Nickabadi, MS Fard, NM Farid… - arxiv preprint arxiv …, 2022 - arxiv.org
Generating random photo-realistic images has experienced tremendous growth during the
past few years due to the advances of the deep convolutional neural networks and …

Controlling a neural network through intermediate latent spaces

SP Paris, EA Härkönen, AP Hertzmann - US Patent 11,657,255, 2023 - Google Patents
Conventional attempts to control the output of the generative neural network include
providing as part of the input to the initial layer of the generative neural network a class …

Controlling a neural network through intermediate latent spaces

SP Paris, EA Härkönen, AP Hertzmann - US Patent 12,165,034, 2024 - Google Patents
A generative neural network control system controls a generative neural network by
modifying the intermediate latent space in the generative neural network. The generative …