The Autoencoder defines explicit encode() and decode() methods, and then defines the forward() method using encode() and decode(). Because an autoencoder for anomaly detection often doesn't directly ...

Generating Synthetic Data Using a Variational Autoencoder with PyTorch. Generating synthetic data is useful when you have imbalanced training data ... The decode() method accepts the four random ...

Owing to the immense popularity of ray-tracing and path tracing rendering algorithms for visual effects, there has been a surge of interest in developing filtering and reconstruction methods to deal ...