Training a Variational Autoencoder Training a VAE involves two measures of similarity (or equivalently measures of loss). First, you must measure how closely the reconstructed output matches the ...

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 of ...

In this project, I address the problem of growth control of cells by integrating various mathematics via the variational structure in population dynamics. By applying the integrative theory, I also ...