Chapter 5
Introduction to Convolutional Neural Network (CNNs)
Chapter 6
Modern CNN Architectures
Chapter 7
Introduction to Recurrent Neural Network (RNNs)
Chapter 8
Modern RNN Architectures
Chapter 9
Self-Attention Mechanisms on CNN and RNN
Chapter 10
Transformer Architectures
Chapter 11
Generative Adversarial Networks (GANs)
Chapter 12
Probabilistic Diffusion Models
Chapter 13
Energy-Based Models (EBMs)
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