Cover image for Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems
Title:
Advancements in Knowledge Distillation: Towards New Horizons of Intelligent Systems
Author:
Pedrycz, Witold. editor.
ISBN:
9783031320958
Edition:
1st ed. 2023.
Physical Description:
VIII, 232 p. 70 illus., 51 illus. in color. online resource.
Series:
Studies in Computational Intelligence, 1100
Contents:
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.
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