E(n) Equivariant Normalizing Flows

This paper introduces a generative model equivariant to Euclidean symmetries: E(n) Equivariant Normalizing Flows (E-NFs). To construct E-NFs, we take the discriminative E(n) graph neural networks and integrate them as a differential equation to obtain an invertible equivariant function: a continuous...

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Bibliographic Details
Main Authors: Satorras, VG, Hoogeboom, E, Fuchs, FB, Posner, I, Welling, M
Format: Conference item
Language:English
Published: Curran Associates 2022

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