Graph-Based Similarity of Deep Neural Networks

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Zuohui Chen, Yao Lu, Jinxuan Hu, Qi Xuan, Zhen Wang, Xiaoniu Yang

Published: 01 Jan 2025, Last Modified: 15 May 2025Neurocomputing 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•New framework for gauging the similarity between neural network representations.•Comprehensive comparison against SOTA method CKA.•Showing case its application on downstream tasks.