A survey on knowledge distillation: Recent advancements

Deep learning has achieved notable success across academia, medicine, and industry. Its ability to identify complex patterns in large-scale data and to manage millions of parameters has made it highly advantageous. However, deploying deep learning models presents a significant challenge due to their...

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Principais autores:	Amir Moslemi, Anna Briskina, Zubeka Dang, Jason Li
Format:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2024-12-01
Serija:	Machine Learning with Applications
Teme:	Deep learning Knowledge distillation Model compression Self-distillation Adversarial distillation
Online dostop:	http://www.sciencedirect.com/science/article/pii/S2666827024000811
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