II Probabilistic Generative Models
3 chaptersIII Generative Adversarial Networks
5 chaptersIV Variational and Transport Methods
3 chaptersV Autoregressive Models and Flows
2 chaptersVI Diffusion Models
4 chaptersVII Reasoning and Recursive Computation
1 chapterVIII Memory for Large Language Models
1 chapterIX Fine-Tuning and Alignment
1 chapterX Continual Learning
1 chapterXI Agentic AI and Multi-Agent Systems
1 chapterXII Neural Network Tricks
1 chapterXIII Privacy and Security
1 chapterXIV Neural Architecture Search and Adaptive Networks
1 chapterXV Evolutionary AI: Coevolution, Open-Ended Search, and Autonomous Discovery
1 chapterXVI Applications of Generative Models in Retrieval
1 chapterXVII Generative Models for Structured Data
1 chapterXVIII Generative Models for Mathematics
1 chapterXIX Generative Models for PDE-Based Simulation
1 chapterXX Generative Models for Medical Image Segmentation
2 chaptersXXI Interpretability and Explainability of Generative Models
1 chapterXXII Generative Models for Weather Prediction
1 chapterXXIII Federated Learning for Generative Models
1 chapterXXIV Generative AI for Accessibility and Disabilities
1 chapterXXV Distributed Generative AI
5 chapters