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AbinavRavi / OODCancer

Supervised OOD detection of Cancer for ICLR Affordable cancer workshop
MIT License
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Experiments #3

Open AbinavRavi opened 4 years ago

AbinavRavi commented 4 years ago

Auroc aupr scores for different in distribution classes and ood classes

AbinavRavi commented 4 years ago

We can compare baseline softmax with outlier distribution case.

AbinavRavi commented 4 years ago

Comparison study of distilled and non distilled network based on metrics of

  1. AUROC, AUPR and FPNR scores
  2. Model size
  3. Time taken to run one sample in test time.
AbinavRavi commented 4 years ago

We can compare the loss function of distillation on the effect of distillation and OOD score after distillation as an extra experiment if time permits