Attentive CutMix

  • @walawalkarAttentiveCutMixEnhanced2020
  • builds up on CutMix .
  • Instead of random pasting, it identifies attentive patches for Cutout and pastes them at the same location in the other image.
  • avoids the problem of selecting a background region not important for the network and updating the label information
  • A separate pre-trained network is employed to extract attentive regions.
  • The attention output is mapped back onto the original image