Kamoliddin ISMAILOV

NEURAL NETWORK-BASED IMAGE GENERATION METHODS IN DIGITAL ART AND GRAPHIC DESIGN

The article presents a systematic analysis of the main neural network-based image generation methods used in digital art and graphic design: generative adversarial networks (GANs), variational autoencoders (VAEs), diffusion models and multimodal transformer-based models. The study employs theoretical comparative analys...