The dysfunctional biochemical processes that contributed to overeating are still present if you discontinue the drug. Your body has a natural set-point for the weight it wants to be at, and the hunger and food noise comes right back as your body tries to get you back to your old weight.
It's possible that after after a long enough time at a healthy weight your body's natural weight set-point will regulate itself back down. But this process take years.