Hi tsumnia,<p>I am Radu, one of the authors.<p>After 2 years we face almost the same issues, but probably we cope differently with them. Note that our solutions are fully described in the two papers mentioned on our faces.ethz.ch page. For attractiveness we used data from Blinq.<p>Our apparent age estimation solution is the winner of the latest LAP challenge, ICCV 2015.