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A Self-Supervised Feature Map Augmentation (FMA) Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs.

Nikhil KapoorChun YuanJonas LöhdefinkRoland ZimmermannSerin VargheseFabian HügerNico M. SchmidtPeter SchlichtTim Fingscheidt
Published in: CSCS (2020)
Keyphrases
  • feature maps
  • neural network
  • image classification
  • self organizing maps