CWAEs use triangular decoders and latent independence in Wasserstein autoencoders to perform conditional simulation by capturing low-dimensional structure in conditioned and conditioning variables.
Conditional sampling with monotone gans: From generative models to likelihood-free inference.SIAM/ASA Journal on Uncertainty Quantification, 12(3):868–900
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Conditional Sampling via Wasserstein Autoencoders and Triangular Transport
CWAEs use triangular decoders and latent independence in Wasserstein autoencoders to perform conditional simulation by capturing low-dimensional structure in conditioned and conditioning variables.