Name: Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems (en Inglés)
Price: 620769.00 COP
Availability: InStock
Author: Pedrycz, Witold ; Chen, Shyi-Ming
ISBN: 9783031320941

portada Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems (en Inglés)

Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Pedrycz, Witold ; Chen, Shyi-Ming

Idioma

Inglés

N° páginas

232

Encuadernación

Tapa Dura

Dimensiones

23.4 x 15.6 x 1.4 cm

Peso

0.52 kg.

ISBN13

9783031320941

Categorías

Ingeniería: general
Inteligencia artificial

Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems (en Inglés)

Pedrycz, Witold ; Chen, Shyi-Ming (Autor) · Springer · Tapa Dura

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Reseña del libro "Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems (en Inglés)"

The book provides a timely coverage of the paradigm of knowledge distillation-an efficient way of model compression. Knowledge distillation is positioned in a general setting of transfer learning, which effectively learns a lightweight student model from a large teacher model. The book covers a variety of training schemes, teacher-student architectures, and distillation algorithms. The book covers a wealth of topics including recent developments in vision and language learning, relational architectures, multi-task learning, and representative applications to image processing, computer vision, edge intelligence, and autonomous systems. The book is of relevance to a broad audience including researchers and practitioners active in the area of machine learning and pursuing fundamental and applied research in the area of advanced learning paradigms.