• Data Augmentation with Curriculum Learning

  • Curriculum learning decisions are especially important for One-Shot Learning systems such as FaceNet
  • In this sense, the concept of curriculum learning shares many similarities with adversarial search algorithms or learning only on hard examples.
  • originally coined by Bengio et al.
  • Plotting out training accuracy over time across different initial training subsets could help reveal patterns in the data that dramatically speed up training time.