051928341be67dcba03f0e04104d9047-Paper.pdf

The flow approach may be unsuited to data that do not populate the full ambient data space they natively reside in, but are restricted to a lower-dimensional manifold [7]. Normalizing flows are by construction not able to represent such a structure exactly, instead they learn a smeared-out version with support offthedata manifold.