The reviews as well as the rebuttal have generated interesting discussions about the aspects of transfer learning and domain adaptation discussed in this paper. Although there is not a clear consensus (one reviewer is oscillating between a weak reject and a weak accept), I found both the paper and the comments of the skeptical reviewer (Reviewer 3) were relevant. Thus, I believe that this contribution is worth presenting at the conference since it can inspire significant further developments.