In June 1945 the 473d Infantry Regiment was deactivated and Yarborough, remaining in Europe, was named as Provost Marshal; first of the 15th Army Group, and later of the U.S. Forces in Austria and the Vienna Area Command.
In 1956 he became Deputy Chief of the U. S. Military Advisory and Assistance Group to Cambodia.