Given that labeled data are expensive, there has been an increasing trend among deep learning researchers to develop models that can take advantage of unlabeled or weakly labeled data (that is, weakly supervised learning).
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Analysis of the Human Protein Atlas Weakly Supervised Single-Cell Classification competition.
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