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Dynamical Conventional Neural Network Channel Pruning by Genetic Wavelet Channel Search for Image Classification

  • 【获取途径】 OA资源
  • 【作者】Lin Chen, Saijun Gong, Xiaoyu Shi, Mingsheng Shang
  • 【作者单位】Affiliations 1 Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences (CAS), Chongqing, China. 2 School of Information Science and Technology, Tibet University, Lhasa, China.
  • 【年份】2021
  • 【卷号】Vol.15
  • 【页码】760554
  • 【ISSN】1662-5188
  • 【关键词】image classification neural architecture search neural network compression neural network pruning wavelet features. 
  • 【摘要】 Neural network pruning is critical to alleviating the high computational cost of deep neural networks on resource-limited devices. Conventional network pruning methods compress the network based on the hand-crafted rules with a pre-defined pruning ra...
  • 【文献类型】 期刊
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