Yeah. That branch is called the Quranists.
In my opinion, it does not differ greatly from the two major branches, Sunni and Shia. They still follow the same holy book, you know. I think it rejects the Hadith under the reasoning that it is unreliable, and that there is no need for it, as the complete teachings of Islam are already contained inside Quran.