Why "Tom's Restaurant" is without "the"?

According to the lesson one should not use "the" when the name of restaurant contains the noun. In this case we have "(...) Restaurant" and the word "Restaurant" is a noun. I believe the reason not to use "the" here is rather because the name is in possessive form. Am I right?