Paper appears to have a more traditional split between text mode and preview mode, and you can't properly edit the formatting in preview mode (e.g., you cannot turn a heading back into normal text from preview mode).
I'm sure it's a pain to implement, but it's the one really killer feature of Typora that I can't live without.