According to my own local Markdown formatters, the answer would be both "usr" and "bin", with the surrounding slashes removed, but the internal slash remaining. In other words:
usr/bin
(but underlined instead of italic!)
Of course, this problem is nothing new since a filename might easily be named `_my_file_`.