CapGAN: Text-to-Image Synthesis Using Capsule GANs

CapGAN: Text-to-Image Synthesis Using Capsule GANs

Text-to-image synthesis is one of the most critical and challenging problems of generative modeling. It is of substantial importance in the area of automatic learning, especially for image creation, modification, analysis and optimization. A number of works have been proposed in the past to achieve...

Full description

Bibliographic Details
Main Authors: Maryam Omar, Hafeez Ur Rehman, Omar Bin Samin, Moutaz Alazab, Gianfranco Politano, Alfredo Benso
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Information
Subjects:
image generation
generative adversarial network (GAN)
capsule network
deep learning
convolutional neural network (CNN)
skip-thought vectors
Online Access:https://www.mdpi.com/2078-2489/14/10/552

Internet

https://www.mdpi.com/2078-2489/14/10/552

Similar Items