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This article presents a general framework for the transport of probability measures towards minimum divergence generative modeling and sampling using ordinary differential equations (ODEs) and Reproducing Kernel Hilbert Spaces (RKHSs), inspired by ideas from diffeomorphic matching and image registration.
R. Flamary, M. Cuturi, N. Courty, and A. Rakotomamonjy
1945
Earlier work this paper cites.
C. P. Robert, G. Casella, and G. Casella
1999
Earlier work this paper cites.
S. C. Joshi and M. I. Miller
2000
Earlier work this paper cites.
A. Ng and M. Jordan
2001
Earlier work this paper cites.
R. Mattheij and J. Molenaar
2002
Earlier work this paper cites.
B. Zitová and J. Flusser
2003
Earlier work this paper cites.
J. Glaunes, A. Trouvé, and L. Younes
2004
Earlier work this paper cites.
H. Wendland
2004
Earlier work this paper cites.
M. F. Beg, M. I. Miller, A. Trouvé, and L. Younes
2005
Earlier work this paper cites.
R. T. Rockafellar and R. J. B. Wets
2005
Earlier work this paper cites.
M. Titsias
2009
Earlier work this paper cites.
C. Villani
2009
Earlier work this paper cites.
A. M. Stuart
2010
Earlier work this paper cites.
L. Younes
2010
Earlier work this paper cites.
A. Berlinet and C. Thomas-Agnan
2011
Earlier work this paper cites.
M. A. Alvarez, L. Rosasco, N. D. Lawrence, et al
2012
Earlier work this paper cites.
C. W. Fox and S. J. Roberts
2012
Earlier work this paper cites.
A. Gretton, K. M. Borgwardt, M. J. Rasch, B. Schölkopf, and A. Smola
2012
Earlier work this paper cites.
T. Jebara
2012
Earlier work this paper cites.
S. Cotter, G. Roberts, A. Stuart, and D. White
2013
Earlier work this paper cites.
M. Cuturi
2013
Earlier work this paper cites.
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio
2014
Earlier work this paper cites.
M. Hairer, A. M. Stuart, S. J. Vollmer, et al
2014
Earlier work this paper cites.
M. Bauer, S. Joshi, and K. Modin
2015
Earlier work this paper cites.
A. Gramfort, G. Peyré, and M. Cuturi
2015
Earlier work this paper cites.
D. Rezende and S. Mohamed
2015
Earlier work this paper cites.
F. Santambrogio
2015
Earlier work this paper cites.
Z. Su, Y. Wang, R. Shi, W. Zeng, J. Sun, F. Luo, and X. Gu
2015
Earlier work this paper cites.
T. Cui, K. J. Law, and Y. M. Marzouk
2016
Earlier work this paper cites.
I. Goodfellow, Y. Bengio, and A. Courville
2016
Earlier work this paper cites.
H. Kadri, E. Duflos, P. Preux, S. Canu, A. Rakotomamonjy, and J. Audiffren
2016
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Y. Marzouk, T. Moselhy, M. Parno, and A. Spantini
2016
Cited alongside, same era.
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2016
Cited alongside, same era.
M. Arjovsky, S. Chintala, and L. Bottou
2017
Cited alongside, same era.
A. Beskos, M. Girolami, S. Lan, P. E. Farrell, and A. M. Stuart
2017
Cited alongside, same era.
M. Betancourt, S. Byrne, S. Livingstone, and M. Girolami
2017
Cited alongside, same era.
D. M. Blei, A. Kucukelbir, and J. D. McAuliffe
2017
Cited alongside, same era.
Y. Song, J. Sohl-Dickstein, D. P. Kingma, A. Kumar, S. Ermon, and B. Poole
2020
Later among the works it cites.
N. Deb, P. Ghosal, and B. Sen
2021
Later among the works it cites.
J.-C. Hütter and P. Rigollet
2021
Later among the works it cites.
E. F. Montesuma and F. M. N. Mboula
2021
Later among the works it cites.
D. Onken, S. Wu Fung, X. Li, and L. Ruthotto
2021
Later among the works it cites.
G. Papamakarios, E. T. Nalisnick, D. J. Rezende, S. Mohamed, and B. Lakshminarayanan
2021
Later among the works it cites.
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Cited alongside, same era.
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Cited alongside, same era.
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Cited alongside, same era.
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