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· 제목 : Deep Generative Modeling (Hardcover, 2, Second 2024)
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9783031640865
· 쪽수 : 313쪽
· 출판일 : 2024-09-11
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9783031640865
· 쪽수 : 313쪽
· 출판일 : 2024-09-11
목차
Chapter 1 Why Deep Generative Modeling?.-? Chapter 2 Probabilistic modeling: From Mixture Models to Probabilistic Circuits.-? Chapter 3 Autoregressive Models.- Chapter 4 Flow-based Models.-? Chapter 5 Latent Variable Models.-? Chapter 6 Hybrid Modeling.-? Chapter 7 Energy-based Models.- Chapter 8 Generative Adversarial Networks.- Chapter 9 Score-based Generative Models.-? Chapter 10 Deep Generative Modeling for Neural Compression.-? Chapter 11 From Large Language Models to Generative AI.
