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...
Main Authors: | Satorras, VG, Hoogeboom, E, Fuchs, FB, Posner, I, Welling, M |
---|---|
Format: | Conference item |
Language: | English |
Published: |
Curran Associates
2022
|
Similar Items
-
Equivariant 3D-conditional diffusion model for molecular linker design
by: Igashov, I, et al.
Published: (2024) -
S[subscript n]-equivariant sheaves and Koszul cohomology
by: Yang, David H.
Published: (2014) -
Examples of equivariant Lagrangian mean curvature flow
by: Lotay, JD
Published: (2021) -
EQUIVARIANT HOMOTOPY TYPE
by: James, I, et al.
Published: (1978) -
Equivariant Flow-Based Sampling for Lattice Gauge Theory
by: Kanwar, Gurtej, et al.
Published: (2021)