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Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories.

Fait PomsVishnu SarukkaiRavi Teja MullapudiNimit Sharad SohoniWilliam R. MarkDeva RamananKayvon Fatahalian
Published in: ICCV (2021)
Keyphrases
  • importance sampling
  • rare events
  • monte carlo
  • markov chain
  • kalman filter
  • particle filter
  • approximate inference
  • particle filtering
  • video sequences
  • class distribution
  • image classification
  • markov chain monte carlo