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 ...

Dear-DIA first divides the spectra into a fixed-width slider with a fixed width along the retention time (RT) ... Deep variational autoencoder for proteomics mass spectrometry data analysis. Research.