Downstream Task

  • computer vision applications that are used to evaluate the quality of features learned by self-supervised learnin
  • training data are scarce
  • In general, human-annotated labels are needed to solve the downstream tasks.
  • in some applications, the downstream task can be the same as the pretext task without using any human-annotated labels.