Deep Generative Modeling

Price: $64.99
(as of Dec 17,2024 21:52:16 UTC – Details)

ASIN ‏ : ‎ B0D4TR44GC
Publisher ‏ : ‎ Springer; Second Edition 2024 (September 11, 2024)
Language ‏ : ‎ English
Hardcover ‏ : ‎ 336 pages
ISBN-10 ‏ : ‎ 3031640861
ISBN-13 ‏ : ‎ 978-3031640865
Item Weight ‏ : ‎ 1.4 pounds

Deep Generative Modeling: Unleashing the Power of Artificial Intelligence

Deep generative modeling is a cutting-edge technique in the field of artificial intelligence that allows computers to generate new data samples that are similar to the existing data they have been trained on. This powerful approach has revolutionized many industries, from healthcare to finance to entertainment.

By using deep generative models, researchers and data scientists can create realistic images, videos, music, and text that can be used for a wide range of applications, such as creating personalized content for users, enhancing data analysis, and even generating new drug compounds.

One of the most popular deep generative models is the Generative Adversarial Network (GAN), which consists of two neural networks – a generator and a discriminator – that work together to create realistic samples. The generator creates new data samples, while the discriminator tries to distinguish between the generated samples and the real data. Through this adversarial process, the generator improves its ability to create realistic samples over time.

Deep generative modeling has also been used to create deepfake videos, which are incredibly realistic videos that have been manipulated to show people saying or doing things they never actually did. While this technology has raised concerns about misinformation and privacy, it also showcases the incredible potential of deep generative modeling for creating highly realistic content.

As the field of artificial intelligence continues to advance, deep generative modeling will likely play a key role in shaping the future of technology and society. By harnessing the power of deep generative models, we can unlock new possibilities for creativity, innovation, and problem-solving.
#Deep #Generative #Modeling