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Carte Dual Learning Tao Qin

Dual Learning

Autor: Tao Qin
Limbă: engleză
Legare: Copertă tare
Editura: Springer Nature Singapore
Disponibilitate: În depozitul extern
Expediem în 10-13 zile
553.26 lei
Many AI (and machine learning) tasks present in dual forms, e.g., English-to-Chinese translation vs....

Informații despre carte

Autor
Tao Qin
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2020
Pagini
208
EAN
9789811588839
ISBN
981158883X
Enbook ID
33112793
Editura
Springer Nature Singapore
Greutate
521
Dimensiuni
160 x 241 x 16

Descriere completă

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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