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generatingsequentialdata viacausaloptimaltransport

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COT-GAN: GeneratingSequentialData viaCausalOptimalTransport: Supplementarymaterial ASpecificsonregularizedCausalOptimalTransport

Neural Information Processing SystemsFeb-8-2026, 16:25:58 GMT

In Figure 11, we show a comparison of real and generated samples for human action sequences.

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Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.52)

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COT-GAN: GeneratingSequentialData viaCausalOptimalTransport

Neural Information Processing SystemsFeb-8-2026, 16:25:50 GMT

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.

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Neural Information Processing Systems

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