This work presents a nice link between acceleration and proximal point method, reminiscent of Catalyst (which could be cited) but in a simpler way. As proximal point methods and approximations, such as extragradient, are rarely used, research in this direction is interesting. Please update the manuscript according to the reviewers' comments for the final version.