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Chapter 1. Introduction.- Chapter 2. Machine Learning Basics.- Chapter 3. Deep Learning Basics.- Chapter 4. Dual Learning for Machine Translation and Beyond.- Chapter 5. Dual Learning for Image Transl ...
Celý popis Podrobné informácie
Viac informácií ISBN | 9789811588860 |
Autor | Qin Tao |
Vydavatel | Springer Nature |
Jazyk | english |
Väzba | Paperback |
Rok vydania | 2021 |
Počet strán | 190 |
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Popis knihy
Chapter 1. Introduction.- Chapter 2. Machine Learning Basics.- Chapter 3. Deep Learning Basics.- Chapter 4. Dual Learning for Machine Translation and Beyond.- Chapter 5. Dual Learning for Image Translation and Beyond.- Chapter 6. Dual Learning for Speech Processing and Beyond.- Chapter 7. Dual Supervised Learning.- Chapter 8. Dual Inference. Chapter 9. Marginal Probability based Dual Semi-supervised Learning.- Chapter 10. Understanding Dual Reconstruction.- Chapter 11. Connections to Other Learning Paradigms.- Chapter 12. Summary and Outlook.