On the Robustness of Compressed Models with Class Imbalance

Deep learning (DL) models have been deployed in various platforms, including resource-constrained environments such as edge computing, smartphones, and personal devices. Such deployment requires models to have smaller sizes and memory footprints. To this end, many model compression techniques propos...

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發表在:	Computers
Main Authors:	Baraa Saeed Ali, Nabil Sarhan, Mohammed Alawad
格式:	Article
語言:	英语
出版:	MDPI AG 2024-11-01
主題:	class imbalance deep learning model compression robustness
在線閱讀:	https://www.mdpi.com/2073-431X/13/11/297