Feature Augmentation

  • Rather than conduct augmentation only in the input space, feature augmentation performs the transformation in a learned feature space
  • [DeVries and Taylor, 2017a]
  • when traversing along the manifold it is more likely to encounter realistic samples in feature space than compared to input space
  • manipulating the vector representation of data within a learned feature space are investigated
  • FeatMatch
  • [Moment Exchange](Moment Exchange.md)