Its run on MNIST. I was having a little trouble understanding the transpose conv stuff so I thought I would upload share my simple example # Why All Convnet Autoecoder All Convnet Autoencoder can be ...

The Data Science Lab. Autoencoder Anomaly Detection Using PyTorch. Dr. James McCaffrey of Microsoft Research provides full code and step-by-step examples of anomaly detection, used to find items in a ...

I was looking for an example (and some inspiration) to develop a general framework for a stacked autoencoder + classification solution in C# that would help reduce the ~100 numeric dimensions for a ...

Abstract: This article proposes a new underwater thruster fault detection and identification method based on adversarial variational autoencoder (AdvVAE). Adversarial training and variational ...

Therefore, we propose Purifying Variational AutoEncoder (PuVAE), a method to purify adversarial examples. The proposed method eliminates an adversarial perturbation by projecting an adversarial ...