It seems like there is no specific Theoretical Physics major. You can major in Astrophysics, Biophysics, Chemical Physics, Engineering Physics, and just plain Physics. At the master/doctorate level you have to specialize in astrophysics, biophysics, chemical physics, geophysics, material...