Terry Norris of the Georgia Sheriffs' Association cites a man who was convicted of statutoryrape two decades ago for having consensual sex with his high-school sweetheart, to whom he is now married.
Because of historical anomalies in the law and the statutory definition of rape, the answer is no, even though, if the woman had been married and the man had impersonated her husband, the answer would be yes.