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Filter Pruning via Measuring Feature Map Information

Neural network pruning, an important method to reduce the computational complexity of deep models, can be well applied to devices with limited resources. However, most current methods focus on some kind of information about the filter itself to prune the network, rarely exploring the relationship be...

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Detalles Bibliográficos
Autores principales: Shao, Linsong, Zuo, Haorui, Zhang, Jianlin, Xu, Zhiyong, Yao, Jinzhen, Wang, Zhixing, Li, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512244/
https://www.ncbi.nlm.nih.gov/pubmed/34640921
http://dx.doi.org/10.3390/s21196601