Before revision:  To avoid finding degenerate or perturbative transformations, we further regularize by adding a similarity term between the data and its transformed values.
After revision:  To avoid finding degenerate or perturbative transformations, we add a similarity regularization to discourage similarity between the data and its transformed values.