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Książka Dual Learning Tao Qin

Dual Learning

Autor: Tao Qin
Język: Angielski
Oprawa: Twarda
Wydawca: Springer Nature Singapore
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
423.49 zł
Many AI (and machine learning) tasks present in dual forms, e.g., English-to-Chinese translation vs....

Informacje o książce

Autor
Tao Qin
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2020
strony
208
EAN
9789811588839
ISBN
981158883X
Enbook ID
33112793
Wydawca
Springer Nature Singapore
Waga
521
Wymiary
160 x 241 x 16

Pełny opis

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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