9 Books To Get Up To Speed On The Hot Generative AI

"Hands-On Generative AI  with TensorFlow 2.0" by Joseph Babcock and Rajalingappaa Shanmugamani: This book provides an introduction to generative AI, deep learning, and TensorFlow 2.0 

            

"Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play" by David Foster: This book focuses on generative models for art and music, including topics such as variational autoencoders 

            

 "The Deep Learning Book" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville: This comprehensive textbook covers a wide range of topics in deep learning, including generative models such as GANs and variational autoencoders.

            

"Generative Models: An Overview" by David Blei: This paper provides an overview of generative models and their applications in machine learning, including topics such as Bayesian networks 

            

"Generative Adversarial Networks" by Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio: This seminal paper introduced the concept of GANs and provides a detailed explanation of their architecture and training procedure.

            

"Auto-Encoding Variational Bayes" by Diederik P. Kingma and Max Welling: This paper introduced the variational autoencoder (VAE) model, which is a type of generative model that learns a probabilistic latent representation of data.

            

"The Unreasonable Effectiveness of Deep Learning" by Yann LeCun, Yoshua Bengio, and Geoffrey Hinton: This paper provides an overview of the deep learning revolution 

            

"Generative Modeling and Inverse Graphics in Vision" by William T. Freeman and Antonio Torralba: This paper discusses the use of generative models in computer vision tasks such as image synthesis and 3D reconstruction.

            

"GANs Beyond the Hype: Insights from Anomaly Detection" by Ananya Harsh Jha, Dinh Phung, and Svetha Venkatesh: This paper discusses the use of GANs for anomaly detection 

            

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