In this paper, the team developed Dear-DIA, an analysis software based on deep learning, ... Deep variational autoencoder for proteomics mass spectrometry data analysis. Research.

A technical paper titled “Improving Semiconductor Device Modeling for Electronic Design Automation by Machine Learning Techniques” was published by researchers at Commonwealth Scientific and ...

Combining the mean and log-variance in this way is called the reparameterization trick. The discovery of this idea in the original 2013 research paper ("Auto-Encoding Variational Bayes" by D.P. Kingma ...