Overview: Comprehensive explanation of Generative AI techniques, providing code snippets for all presented models.Revised and expanded edition with new chapters on LLMs, Gen AI systems, and Probabilistic Modeli.This first comprehensive book on models behind Generative AI has been thoroughly revised to cover all major classes of deep generative models: mixture models, Probabilistic Circuits, Autoregressive Models, Flow-based Models, Latent Variable Models, GANs, Hybrid Models, Score-based Generative Models, Energy-based Models, and Large Language Models. In addition, Generative AI Systems are d
|