As Time Goes By (1988)

A surfer abandoned in the middle of the Australian Outback encounters an alien who time-travels in a ship that looks like a 1950s greasy spoon restaurant and embroils the hero in a chase that involves him sorting out a time paradox so that he can wind back time to prevent the Japanese winning World War II.