Exploring Limits Generative Adversarial Networks by Continental Academy Press (3 results)

Softcover. Condition: New. Dust Jacket Condition: no dj. First. Exploring the Limits of Generative Adversarial Networks investigates the capabilities and boundaries of GAN technology in creating realistic synthetic data. This book examines various architectures, training techniques, and applications spanning image synthesis, video generation, and data augmentation. It also addresses challenges such as mode collapse and stability issues, providing insights into pushing GAN performance further. The content is essential for researchers and practitioners aiming to harness GANs for innovative and practical uses. Publication Year: 2025. SHIPPING TERMS - Depending on your location we may ship your book from the following locations: France, United Kingdom, India, Australia, Canada or the USA. This item is printed on demand.

Softcover. Condition: New. Dust Jacket Condition: no dj. First. Generative adversarial networks (GANs) have the potential to revolutionize the way we approach image and video generation, but their limitations and challenges are not yet fully understood. 'Exploring the Limits of Generative Adversarial Networks' provides a comprehensive exploration of the key challenges and opportunities that arise when using GANs in various applications. By examining the intricacies of GAN architectures, training methods, and evaluation metrics, this book offers a detailed examination of the key considerations and best practices required to develop GANs that are both effective and efficient. From the benefits of adversarial training to the importance of mode collapse, this book provides a nuanced exploration of the key challenges and opportunities that arise when exploring the limits of GANs. Publication Year: 2025. SHIPPING TERMS - Depending on your location we may ship your book from the following locations: France, United Kingdom, India, Australia, Canada or the USA. This item is printed on demand.

Softcover. Condition: New. Dust Jacket Condition: no dj. First. Exploring the Limits of Generative Adversarial Networks (GANs) is a groundbreaking work that probes the uncharted territories at the intersection of GANs and generative AI. By examining the complex relationships between GANs, generative AI systems, and artistic expression, this book offers a comprehensive framework for understanding the potential for GANs to generate novel and innovative artistic forms. Through a multidisciplinary approach that integrates insights from AI research, art theory, and GANs, Exploring the Limits of Generative Adversarial Networks (GANs) provides a profound understanding of the intricate dynamics between human creativity, AI systems, and GANs. Publication Year: 2025. SHIPPING TERMS - Depending on your location we may ship your book from the following locations: France, United Kingdom, India, Australia, Canada or the USA. This item is printed on demand.