A neural network is fed hundreds of thousands of images of celebrity faces. From this it learns the typical characteristics of human faces, and can then be used to draw new faces with random combinations of those characteristics.

This work is interesting because it is the first one that has been this successful at high resolution, so the output images are large and detailed rather than postage stamp sized.