On the contrary, the objective used in the paper is based on the min-max optimization criterion that minimizes the domain specific component loss as well as maximizes the shared component loss.
the proposed approach not only models the similarity between domains but also models and mitigates the source domain specific information, thus leading to better cross-domain performance.