Conditional Sampling via Wasserstein Autoencoders and Triangular Transport

Mohammad Al-Jarrah, Michele Martino, Marcus Yim +2

We present Conditional Wasserstein Autoencoders (CWAEs), a framework for conditional simulation that exploits low-dimensional structure in both the conditioned and the conditioning…