You won't catch a cold, but there are very similar allergy symptoms.

An abrupt drop in temperature will cause constriction of blood vessels in the nose; this is know to cause an allergic reaction in some people, and this manifests itself very much like a cold (laryngitis, pharyngitis, etc...).