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Danilo J. Rezende

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Applications of flow models to the generation of correlated lattice QCD ensembles

Jan 19, 2024
Ryan Abbott, Aleksandar Botev, Denis Boyda, Daniel C. Hackett, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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Combining Behaviors with the Successor Features Keyboard

Oct 24, 2023
Wilka Carvalho, Andre Saraiva, Angelos Filos, Andrew Kyle Lampinen, Loic Matthey, Richard L. Lewis, Honglak Lee, Satinder Singh, Danilo J. Rezende, Daniel Zoran

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Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics

Sep 03, 2023
Kyle Cranmer, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Phiala E. Shanahan

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Normalizing flows for lattice gauge theory in arbitrary space-time dimension

May 03, 2023
Ryan Abbott, Michael S. Albergo, Aleksandar Botev, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Gurtej Kanwar, Alexander G. D. G. Matthews, Sébastien Racanière, Ali Razavi, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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Laser: Latent Set Representations for 3D Generative Modeling

Jan 13, 2023
Pol Moreno, Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Rosalia G. Schneider, Björn Winckler, Larisa Markeeva, Théophane Weber, Danilo J. Rezende

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Aspects of scaling and scalability for flow-based sampling of lattice QCD

Nov 14, 2022
Ryan Abbott, Michael S. Albergo, Aleksandar Botev, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Alexander G. D. G. Matthews, Sébastien Racanière, Ali Razavi, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions

Jul 18, 2022
Ryan Abbott, Michael S. Albergo, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Betsy Tian, Julian M. Urban

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Flow-based sampling in the lattice Schwinger model at criticality

Feb 23, 2022
Michael S. Albergo, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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Continual Repeated Annealed Flow Transport Monte Carlo

Jan 31, 2022
Alexander G. D. G. Matthews, Michael Arbel, Danilo J. Rezende, Arnaud Doucet

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Implicit Riemannian Concave Potential Maps

Oct 04, 2021
Danilo J. Rezende, Sébastien Racanière

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