CWAEs use triangular decoders and latent independence in Wasserstein autoencoders to perform conditional simulation by capturing low-dimensional structure in conditioned and conditioning variables.
A tutorial on particle filtering and smoothing: Fifteen years later.Handbook of nonlinear filtering, 12(3):656–704
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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.