Fig. 1From: Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing dataOverview of saVAE. Our saVAE connects the VAE and UMAP objective functions by utilizing the expected UMAP loss function, which yields a dimension reduction result with a more informative grouping structureBack to article page