Sulser was recalled from the Orioles' alternate training site Sunday.
The 31-year-old joined Baltimore as the 27th man for Thursday's doubleheader, but he returned to the alternate site after delivering a scoreless frame. Sulser has a 5:0 K:BB through three innings across his first two appearances of the season.