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The code distribution (gray points) with identified modes (colored points). (a) VAE, (b) WAE, (c) ARAE, and (d) DAAE. Dataset: UT Physicians. ARAE: adversarially regularized autoencoder; DAAE: dual adversarial autoencoder; medGAN: medical generative adversarial network; VAE: variational autoencoder; WAE: Wasserstein autoencoder.
