When it comes to fame, people usually stay famous once they get famous. Sure, their fame might wax and wane over time, but in general, very few celebrities willingly choose to turn their backs on the glitz and glamour.
There are a few examples, though — and one of the most notable might be Michael Winslow, who skyrocketed to Hollywood fame based on his sound effects in the Police Academy movies.