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Shyi-Ming Chen & Witold Pedrycz 
Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems [EPUB ebook] 

Destek

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.

€229.74
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Dil İngilizce ● Biçim EPUB ● ISBN 9783031320958 ● Editör Shyi-Ming Chen & Witold Pedrycz ● Yayımcı Springer International Publishing ● Yayınlanan 2023 ● İndirilebilir 3 kez ● Döviz EUR ● Kimlik 9060340 ● Kopya koruma Adobe DRM
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