Equivariant Hamiltonian Flows

Racanière Sébastien
Racanière Sébastien
Cited by: 13|Bibtex|Views14
Other Links: arxiv.org

Abstract:

This paper introduces equivariant hamiltonian flows, a method for learning expressive densities that are invariant with respect to a known Lie-algebra of local symmetry transformations while providing an equivariant representation of the data. We provide proof of principle demonstrations of how such flows can be learnt, as well as how t...More

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