It can be done, but if you don't have fish you would likely have to dose nitrates and phosphates. You would also have to feed the corals more than normal.
Many experienced reef keepers have frag tanks with a single utility fish in it, so it can be done.
Hello Eric,
Yes you can definitely keep a coral only tank. However, from my experience adding key fish can help with the health,and maintenance of a reef tank.