On Unsupervised Deep Learning

Deep Learning has shown significant improvements over traditional machine learning approaches in Visual Data. However, its breakthrough has been demonstrated mostly from the Supervised Learning perspective. Supervised Learning demands expansive annotation of data and ignores the tremendously massive amount of easily available unlabeled data. Recently Unsupervised Learning has gained researchers’ attention to make use of the available unlabeled data. In this short article, I will try to shed light on the Unsupervised Deep Learning movement and researchers’ ways of attacking …

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