JCC-DeepOD/TODO.md

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in the skeleton of base deep ad models:

  • add early stopping mechanism
  • add adversarial training?

models

  • add AE as a baseline
  • add GAN-based method as a baseline
  • add one-class-based methods, e.g., DROCC, HRN, ..

model selection

  • add the pretrained method for model selection
  • add more model selection methods