A variational autoencoder (VAE) is a deep neural system that can be ... basic stochastic gradient descent with a decaying learning rate schedule works better. Using the VAE to Generate Synthetic Data ...

A technical paper titled “Improving Semiconductor Device Modeling for Electronic Design Automation by Machine Learning Techniques” was ... for improving ML-based device modeling using variational ...