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Similarity-based uncertainty scores for interpretable deep learning in scientific applications.

Lilly RoelofsClaire WeissmanDaniela RaicuJacob FurstRoselyne Tchoua
Published in: SAC (2022)
Keyphrases
  • deep learning
  • unsupervised learning
  • unsupervised feature learning
  • machine learning
  • mental models
  • weakly supervised
  • deep architectures
  • restricted boltzmann machine
  • similarity measure
  • computer vision
  • higher order