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Jacob Leygonie

Alumni

Publications

Adversarial Computation of Optimal Transport Maps
Jacob Leygonie
Jennifer She*
Amjad Almahairi
Sai Rajeswar
Aaron Courville
Computing optimal transport maps between high-dimensional and continuous distributions is a challenging problem in optimal transport (OT). G… (see more)enerative adversarial networks (GANs) are powerful generative models which have been successfully applied to learn maps across high-dimensional domains. However, little is known about the nature of the map learned with a GAN objective. To address this problem, we propose a generative adversarial model in which the discriminator's objective is the
2019-06-24
ArXiv (preprint)
arxiv.org
arxiv.org