심층생성모델
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출판사 리뷰
출판사 리뷰
목차
목차
Chapter 1. Linear Algebra 3
Chapter 2. Probability Theory 23
Chapter 3. Vector Calculus 51
Chapter 4. Information Theory 69
Chapter 5. Statistics 91
Chapter 6. Inference Overview 123
Chapter 7. Variational Inference 143
Chapter 8. Variational Autoencoder 167
Chapter 9. Diffusion Model 199
Chapter 10. Generative Adversarial Networks 231
Chapter 2. Probability Theory 23
Chapter 3. Vector Calculus 51
Chapter 4. Information Theory 69
Chapter 5. Statistics 91
Chapter 6. Inference Overview 123
Chapter 7. Variational Inference 143
Chapter 8. Variational Autoencoder 167
Chapter 9. Diffusion Model 199
Chapter 10. Generative Adversarial Networks 231
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