All four referees support accept. As pointed out by reviewers, AC also agree that the proposed method is easy to use and the experimental results are good (but, more architectures and non-vision datasets are encouraged to test). As also pointed out by a reviewer, JEM  also uses an energy-based modeling. AC also thinks that Mahalanobis  also uses a type of energy-based modeling. Hence, AC suggest the authors to highlight the advantage of the proposed scheme over  and  in the final draft (they did some in the rebuttal letter though). Irrespectively, AC recommend acceptance, as the proposed scheme is easier to use than  and .