Local-Order Auxiliary Losses Can Improve Autoencoder Reconstruction

Harvey Dam, Martin Burtscher, Tripti Agarwal +1

Mean-squared error is the default objective for training autoencoders, yet compressed reconstructions often depend not only on pointwise accuracy but also on preserving local spati…