{"product_id":"advancements-in-knowledge-distillation-towards-new-horizons-of-intelligent-systems-von-undefined","title":"Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems","description":"\n                                \n                \u003cp\u003eThe 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.\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031320941\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031320972\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783031320941","offer_id":46805069889861,"sku":"9783031320941","price":213.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783031320972","offer_id":49592467915077,"sku":"9783031320972","price":213.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/7bb5f73a-c987-41ec-97cf-30755de43b75.jpg?v=1774675711","url":"https:\/\/shop.autorenwelt.de\/products\/advancements-in-knowledge-distillation-towards-new-horizons-of-intelligent-systems-von-undefined","provider":"Autorenwelt Shop","version":"1.0","type":"link"}