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Dual Learning

Dual Learning

Paperback

LinguisticsGeneral ComputersProgramming

ISBN10: 9811588864
ISBN13: 9789811588860
Publisher: Springer
Published: Nov 14 2021
Pages: 190
Weight: 0.66
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
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.

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General Computers