Pruning convolutional neural_networks with an attention mechanism for remote sensing

HIGHLIGHTS

  • who: Image Classification et al. from the School of Computing and Communications, Lancaster University, Lancaster , WA, UK have published the Article: Pruning Convolutional Neural_Networks with an Attention Mechanism for Remote Sensing, in the Journal: (JOURNAL)
  • what: The authors propose a new scheme termed Pruning Filter with Attention Mechanism (PFAM) to compress and accelerate traditional CNNs. Apart from these above methods, some prior works adopted filter pruning (i.e., channel pruning or network slimming), which is also the focus of this paper, to compress the deep network. The contributions of the work are illustrated in the . . .

     

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