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Книга Dual Learning Tao Qin

Dual Learning

Автор: Tao Qin
Език: Английски език
Корици: С твърди корици
Издател: Springer Nature Singapore
Наличност: Външен склад
Изпращаме след 10-13 дни
105.43 € 206.21 лв
Many AI (and machine learning) tasks present in dual forms, e.g., English-to-Chinese translation vs....

Информация за книгата

Автор
Tao Qin
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2020
страници
208
EAN
9789811588839
ISBN
981158883X
Enbook ID
33112793
Издател
Springer Nature Singapore
Теглоt
521
Размери
160 x 241 x 16

Пълно описание

Many AI (and machine learning) tasks present in dual forms, e.g., English-to-Chinese translation vs. Chinese-to-English translation, speech recognition vs. speech synthesis,question answering vs. question generation, and image classification vs. image generation. Dual learning is a new learning framework that leverages the primal-dual structure of AI tasks to obtain effective feedback or regularization signals in order to enhance the learning/inference process. Since it was first introduced four years ago, the concept has attracted considerable attention in multiple fields, and been proven effective in numerous applications, such as machine translation, image-to-image translation, speech synthesis and recognition, (visual) question answering and generation, image captioning and generation, and code summarization and generation.

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