most citedThe Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers

14 citations · 14 across the 1 of their papers we have counts for

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1 paper

cs.LG2019★ 14 cited

The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers

Alex X. Lu, Amy X. Lu, Wiebke Schormann +3

Understanding if classifiers generalize to out-of-sample datasets is a central problem in machine learning. Microscopy images provide a standardized way to measure the generalizati…