Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems, Kartoniert / Broschiert
Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems
Buch
lieferbar innerhalb 2-3 Wochen
(soweit verfügbar beim Lieferanten)
(soweit verfügbar beim Lieferanten)
Aktueller Preis: EUR 219,03
- Herausgeber:
- Shyi-Ming Chen, Witold Pedrycz
- Verlag:
- Springer International Publishing, 06/2024
- Einband:
- Kartoniert / Broschiert, Paperback
- Sprache:
- Englisch
- ISBN-13:
- 9783031320972
- Artikelnummer:
- 11897096
- Umfang:
- 244 Seiten
- Nummer der Auflage:
- 2023
- Ausgabe:
- 2023
- Gewicht:
- 376 g
- Maße:
- 235 x 155 mm
- Stärke:
- 14 mm
- Erscheinungstermin:
- 15.6.2024
- Hinweis
-
Achtung: Artikel ist nicht in deutscher Sprache!
Weitere Ausgaben von Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems |
Preis |
---|
Klappentext
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.
Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems
Aktueller Preis: EUR 219,03