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 generatingsequentialdata viacausaloptimaltransport



COT-GAN: GeneratingSequentialData viaCausalOptimalTransport

Neural Information Processing Systems

Remarkably, we find that this causality condition provides a natural framework to parameterize the cost function that is learned by the discriminator as arobust (worst-case) distance, and anideal mechanism for learning time dependent data distributions.