Selecting Images With Entropy for Frugal Knowledge Distillation

Frugal knowledge distillation is becoming increasingly important as it enables the distillation process to function effectively in resource-constrained environments. A key aspect of achieving this efficiency lies in minimizing the amount of training data required. To address this, we propose an entr...

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Bibliographic Details
Published in:IEEE Access
Main Authors: Michail Kinnas, John Violos, Nikolaos Ioannis Karapiperis, Ioannis Kompatsiaris
Format: Article
Language:English
Published: IEEE 2025-01-01
Subjects:
Entropy
frugal machine learning
image selection
input frugality
knowledge distillation
Online Access:https://ieeexplore.ieee.org/document/10878975/

Internet

https://ieeexplore.ieee.org/document/10878975/

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