Deep Learning Architecture and Applications - Tapa dura

 
9783036588308: Deep Learning Architecture and Applications
Tapa dura
ISBN 10: 3036588302 ISBN 13: 9783036588308
Editorial: MDPI AG, 2023

Sinopsis

As one of the fastest-growing topics in machine learning, deep learning algorithms have achieved unprecedented success in recent years. Novel paradigms (such as contrastive learning and few-shot learning) in deep learning and rising neural network architectures (e.g., transformer and masked autoencoder) are dramatically changing the field of data-driven algorithms. More importantly, deep learning models are redefining the next generation of industrial applications spanning image recognition, speech processing, language translation, healthcare, and other sciences. For example, recent advances in deep representation learning are allowing us to learn about protein 3D structures, which sheds new light on fundamental medicine and biology along with potentially bringing in billions of dollars (e.g., in the pharmaceutical market). This collection gathers the advanced studies of novel deep learning algorithms/frameworks and their applications in real-world scenarios. The topics cover, but are not limited to, supervised learning, explainable deep learning, finance, healthcare, and sciences.

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Editorial
MDPI AG
Año de publicación
2023
Idioma
Inglés
ISBN 10 
3036588302
ISBN 13 
9783036588308
Encuadernación
Tapa dura
Número de páginas
406
Editor
Zhang Xiang, Li Xiaoxiao
Contacto del fabricante
no disponible
Persona responsable
gpsr@libri.de
gpsr@libri.de

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