Generative Adversarial Networks and Deep Learning : Theory and Applications (Paperback)

1. Generative Adversarial Networks and Its Use cases. 2. Image-to-Image Translation using Generative Adversarial Networks. 3. Image Editing Using Generative Adversarial Network. 4. Generative Adversarial Networks for Video to Video Translation. 5. Security Issues in Generative Adversarial Networks. 6. Generative Adversarial Networks aided Intrusion Detection System. 7. Textual Description to Facial Image Generation. 8. An application of Generative Adversarial Network in Natural Language Generation. 9. Beyond image synthesis: GAN and Audio: It covers how GAN will be used for audio synthesis along with its applications. 10. A Study on the Application Domains of Electroencephalogram for the Deep Learning-Based Transformative Healthcare. 11. Emotion Detection using Generative Adversarial Network. 12. Underwater Image Enhancement Using Generative Adversarial Network. 13. Towards GAN Challenges and Its Optimal Solutions.