Pruning Filters Base on Extending Filter Group Lasso

Deep Convolution Neural Networks (CNNs) have been widely used in image recognition, while models of CNNs are desired to be more compact as the growing demands arise from various kinds of AI applications. As sparsity is generally accepted as inherent characteristics of the pruned models, L1 based app...

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Autores principales: Zhihong Xie, Ping Li, Fei Li, Changyi Guo
Formato: article
Lenguaje:EN
Publicado: IEEE 2020
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Acceso en línea:https://doaj.org/article/4aad1c6d7ed1463ab9a9d1d2e730ce54
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