Why don't white dwarfs contract as they cool?

By the time a star reaches the white dwarf stage, it's already about as compact as it's possible for ordinary matter to get... the size is maintained by electron degeneracy pressure, which is a fancy way of saying "the atoms are already touching, contracting any more would mean forcing the electrons into the nucleus."