Adversarial Dependence Minimization

Pierre-François De Plaen, Tinne Tuytelaars, Marc Proesmans +1

Minimally redundant representations are typically learned by minimizing feature covariance. However, covariance-based methods fail to eliminate all dependencies/redundancies, as li…