Yes also in the not so “extreme” cases like Continual learning and openset the Active learning topic is always around the corner also with more “static” model but dynamic data pipelines:

  
      

      Jacob Gildenblat – 21 Feb 20
  

  
    

Overview of Active Learning for Deep Learning 1

  Overview of different Active Learning algorithms for Deep Learning.