Knowledge-integrated autoencoder model

Teddy Lazebnik, Liron Simon Keren

Abstract: Highlights•To control the latent space, knowledge of relative distances can be integrated using a distance matrix.•The KiAE method can capture desired properties even on a small dataset (<<math><mo is="true">&lt;</mo></math>200 samples).•The knowledge matrix is not required to be full on the dataset using meta-regression.