We are thrilled to announce the remarkable achievement of our advisor and co-author of our AI-platform for drug discovery Jakub Tomczak, who has just published the 2nd edition of his book on #GenerativeAI "Deep Generative Modeling". This insightful work is a culmination of years of expertise in #DeepGenerativeAI, offering readers groundbreaking perspectives and practical knowledge. The book is available online or as a hard copy through the publisher Springer Nature Group: https://lnkd.in/ecqCsrZG #GenAI #GenerativeAI #DeepLearning #AI #DeepGenerativeModeling
Group Leader, Generative AI | NeurIPS 2024 Program Chair | Principal Scientist & Director | Founder of Amsterdam AI Solutions
🎊 It has arrived 🎊 The 2nd edition of "Deep Generative Modeling", my book on #GenerativeAI. The second edition has 100 new pages, 3 new chapters, a few new sections, and some corrections. It covers all deep generative models that constitute the core of all #GenerativeAI technologies we know. Here is the table of contents: 1. Why Deep Generative Modeling? (✍ updated) 2. 🎉 Probabilistic Modeling: From Mixture Models to Probabilistic Circuits (💯new💯) 3. Autoregressive Models (✍ updated with ✨Transformers✨) 4. Flow-Based Models 5. Latent Variable Models (✍ updated) 6. Hybrid Modeling 7. Energy-Based Models 8. Generative Adversarial Networks 9. 🎉 Score-Based Generative Models (💯new💯) 10. Deep Generative Modeling for Neural Compression 11. 🎉 From Large Language Models to Generative AI Systems (💯new💯) The book is available online or as a hard copy through the publisher Springer Nature Group: 💻 https://lnkd.in/ecqCsrZG #GenAI #GenerativeAI #DeepLearning #AI #DeepGenerativeModeling #GenerativeModeling