Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems

Inbunden, Engelska, 2023

Del i serien Studies in Computational Intelligence

2 180 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2023-06-14
Mått:155 x 235 x 19 mm
Vikt:535 g
Format:Inbunden
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:232
Förlag:Springer International Publishing AG
ISBN:9783031320941

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation.- A Geometric Perspective on Feature-Based Distillation.- Knowledge Distillation Across Vision and Language.- Knowledge Distillation in Granular Fuzzy Models by Solving Fuzzy Relation Equations.- Ensemble Knowledge Distillation for Edge Intelligence in Medical Applications.- Self-Distillation with the New Paradigm in Multi-Task Learning.- Knowledge Distillation for Autonomous Intelligent Unmanned System.