Refining activation downsampling with SoftPool
      Alexandros Stergiou       Ronald Poppe               Grigorios Kalliatakis
      Utrecht University      Utrecht University             University of Warwick
      a.g.stergiou@uu.nl       r.w.poppe@uu.nl         grigorios.kalliatakis@warwick.ac.uk

             Abstract
  Convolutional Neural Networks (CNNs) use pooling to
decrease the size of activation maps. This process is cru-
cial to increase the receptive fields and to reduce computa-
t ...