COT-GAN: Generating Sequential Data via Causal Optimal Transport

Tianlin Xu, Li K. Wenliang, Michael Munn +1

We introduce COT-GAN, an adversarial algorithm to train implicit generative models optimized for producing sequential data. The loss function of this algorithm is formulated using…