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A Comparison of Uncertainty Quantification Methods for Active Learning in Image Classification.

Alice HeinStefan RöhrlThea GrobelManuel LenglNawal HafezMartin KnoppChristian KlenkDominik HeimOliver HaydenKlaus Diepold
Published in: IJCNN (2022)
Keyphrases
  • image classification
  • active learning
  • machine learning methods
  • machine learning
  • reinforcement learning
  • preprocessing
  • computational cost
  • visual features
  • cross validation
  • quantitative evaluation