It is not common, but is possible.
I don't recommend it myself, but some surgeons perform subtotal thyroidectomies, where they only remove a portion of the gland. This dramatically increases the chances of thyroid regrowth. However, even after a standard thyroidectomy
, it very rarely possible for the thyroid to regrow from the minute amount of tissue that may be left behind.