Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems EPUB
Edited by Witold Pedrycz, Shyi-Ming Chen
Part of the Studies in Computational Intelligence series
EPUB
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Description
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.
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- Format:EPUB
- Publisher:Springer International Publishing
- Publication Date:13/06/2023
- Category:
- ISBN:9783031320958
Information
-
Download Now
- Format:EPUB
- Publisher:Springer International Publishing
- Publication Date:13/06/2023
- Category:
- ISBN:9783031320958
