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2020, Allen Goodman and Sujin Lee

  • gene silencing, targeted mutations
  • CCC1 recombinant protein
  • α

Ideas:

  • improve, add annotations—performance is dependent on localization—the better an object’s localization, the better the classifier
  • extract less predictive, but far more interpretable classical features (e.g. color, shape, and texture descriptors)—especially useful for complex inference
  • restructure the problem to use instance masks rather than static, 8 × 8 bounding boxes generated from regressed centroids

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