Generative adversarial networks for face generation: A survey

A Kammoun, R Slama, H Tabia, T Ouni… - ACM Computing …, 2022 - dl.acm.org
Recently, generative adversarial networks (GANs) have progressed enormously, which
makes them able to learn complex data distributions in particular faces. More and more …

Quality-Aware Prototype Memory for Face Representation Learning

E Smirnov, V Galyuk, E Lukyanets - arXiv preprint arXiv:2311.07734, 2023 - arxiv.org
Prototype Memory is a powerful model for face representation learning. It enables the
training of face recognition models using datasets of any size, with on-the-fly generation of …

A Systematic Review On Generative Adversarial Networks (GANs) For Biometrics

S Sinha, SB Verma - Library Progress International, 2024 - bpasjournals.com
Deep learning, a subset of machine learning, aims to imbue machines with human-like
perception, learning, and intelligence through advanced technology. It has made significant …