Enhancing the Performance of Generative Adversarial Networks with Identity Blocks and Revised Loss Function to Improve Training Stability

Multi-Stage Hybrid Text-to-Image Generation Models

Arabic Text to Image Generation based on Generative Network of Fine-Grained Visual Descriptions

DeepFakeDG: A Deep Learning Approach for Deep Fake Detection and Generation

The Future of Generative AI

Semantic Image Synthesis Manipulation for Stability Problem using Generative Adversarial Networks: A Survey

Learning-Based Image Super-Resolution with Directional Total Variation

The Rise of Generative AI-Driven Design Patterns

AI-Generated Imagery: A New Frontier for Nubian Artistic Expression

Animating Text Descriptions into Characters: A Comparative Review of Generative Models