16 citations · 31 across the 16 of their papers we have counts for
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cs.CV2021★ 1 cited
Estimating the Generalization in Deep Neural Networks via Sparsity
Yang Zhao, Hao Zhang
Generalization is the key capability for deep neural networks (DNNs). However, it is challenging to give a reliable measure of the generalization ability of a DNN via only its natu…
cs.CV2021★ 5 cited
Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation
Yang Zhao, Hao Zhang
Identifying the status of individual network units is critical for understanding the mechanism of convolutional neural networks (CNNs). However, it is still challenging to reliably…