A variational autoencoder (VAE) is a deep neural system that can be ... and renamed them to optdigits_train_3823.txt and optdigits_test_1797.txt. Each file is a simple, comma-delimited text file. Each ...

In this article, we propose a self-augmentation strategy for improving ML-based device modeling using variational autoencoder (VAE)-based techniques. These techniques require a small number of ...