{"product_id":"advancements-in-knowledge-distillation-towards-new-horizons-of-intelligent-systems-9783031320941","title":"Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems","description":"\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e The book provides a comprehensive coverage of knowledge distillation, a model compression technique, with a focus on transfer learning and various training schemes, architectures, and distillation algorithms. It covers a wide range of topics and applications in machine learning, including vision, language, relational architectures, multi-task learning, and image processing. \u003c\/blockquote\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 232 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 14 June 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e\u003cbr\u003eKnowledge distillation is a powerful technique for model compression, enabling efficient transfer learning from large teacher models to lightweight student models. This book provides a comprehensive coverage of knowledge distillation, encompassing various training schemes, teacher–student architectures, and distillation algorithms. It explores recent advancements in vision and language learning, relational architectures, multi-task learning, and representative applications in image processing, computer vision, edge intelligence, and autonomous systems. The book is suitable for a wide range of audiences, including researchers and practitioners in the field of machine learning, seeking to advance fundamental and applied research in advanced learning paradigms.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031320941\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 1st ed. 2023\u003c\/p\u003e","brand":"Shulph Ink","offers":[{"title":"Hardback","offer_id":45811791659258,"sku":"9783031320941","price":149.93,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1714155052674_book.jpg?v=1714332647","url":"https:\/\/shulphink.com\/products\/advancements-in-knowledge-distillation-towards-new-horizons-of-intelligent-systems-9783031320941","provider":"Shulph Ink","version":"1.0","type":"link"}