The design pattern presented here will work for most variational autoencoder data generation scenarios. If your raw data contains a categorical variable, such as "color" with possible values "red," ...

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

1a). Next, Dear-DIA uses a variational autoencoder to extract the peak features of fragment ions and maps the features into Euclidean space, and then clusters the features, with different classes ...

VANCOUVER, British Columbia--(BUSINESS WIRE)--Variational AI, developer of the Enki™ generative artificial intelligence (AI) platform for drug discovery, today announced a project with Merck ...