Geodesics of learned representations

19 Nov 2015Olivier J. HénaffEero P. Simoncelli

We develop a new method for visualizing and refining the invariances of learned representations. Specifically, we test for a general form of invariance, linearization, in which the action of a transformation is confined to a low-dimensional subspace... (read more)

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