Visual Transfer Learning: Informal Introduction and Literature Overview
  Transfer learning techniques are important to handle small training sets and to allow for quick generalization even from only a few examples. The following paper is the introduction as well as the literature overview part of my thesis related to the topic of transfer learning for visual recognition problems. 
Erik Rodner
cs.CV cs.LG