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(ICIP 2016) Maxmin convolutional neural networks for image classification

Keyword [Max-Min Pooling]

Blot M, Cord M, Thome N. Max-min convolutional neural networks for image classification[C]//2016 IEEE International Conference on Image Processing (ICIP). IEEE, 2016: 3678-3682.



1. Overview


In this paper, it proposes to modify the CNN to transfer more information

  • transmit directly the negative detections from a filter in order to prevent the network to learn the opposite filter


  • ReLU
  • PReLU
  • CReLU

1.2. Max-Min Methods




1.3. Experiments