Robust Representation Learning via Perceptual Similarity Metrics

          Saeid Asgari Taghanaki * 1 Kristy Choi * 2 Amir Khasahmadi 1 Anirudh Goyal 3

             Abstract               of deep neural networks (Dean et al., 2012; LeCun et al.,
   A fundamental challenge in artificial intelligence    2015) have been pivotal towards stepping closer to this goal.
   is learning useful representations of data that yield   However, their rapidly growing size and large-scale training
   good perfo ...