It is same meaning.
But when you call your father yourself, you can say 아빠
Otherwise, if you say your father to another person, like when you talk with your friends or when you are in public place, you have to say 아버지
Here is summary, except when you call your father directly or talk about your dad among your family members, we usually say 아버지