Invertible Generative Modeling using Linear Rational Splines

15 Jan 2020Hadi M. DolatabadiSarah ErfaniChristopher Leckie

Normalizing flows attempt to model an arbitrary probability distribution through a set of invertible mappings. These transformations are required to achieve a tractable Jacobian determinant that can be used in high-dimensional scenarios... (read more)

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