you may, however, the issue remains if your signal is garbage now it will not get much better with an amplifier. I am thinking you have one of the 10db amplifiers, I have one in my setup, it helps me to get NBC more reliably but kills my CBS signal completely.
Those amps are best suited for those splitting a CATV signal over a long run. They can help OTA but only if you get the signal already.