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What is: ClusterFit?

SourceClusterFit: Improving Generalization of Visual Representations
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

ClusterFit is a self-supervision approach for learning image representations. Given a dataset, we (a) cluster its features extracted from a pre-trained network using k-means and (b) re-train a new network from scratch on this dataset using cluster assignments as pseudo-labels.