Adding adversarial autoencoder training improves DeepONet and Koopman autoencoder accuracy by 4% to 27% on five small-data benchmarks.
NeuralNetworkApproximationstoSolutionOperatorsforPartialDifferential Equations
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Adversarial Autoencoders in Operator Learning
Adding adversarial autoencoder training improves DeepONet and Koopman autoencoder accuracy by 4% to 27% on five small-data benchmarks.