Fig. 8From: Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing dataEmbeddings from heart cell atlas dataset. The UMAP fails to separate the cell groups. The scVI groups a part of neuronal cells as endothelial cells, whereas saCVAE correctly separates themBack to article page