Doll Face is a 1945 American film released by 20th Century Fox and directed by Lewis Seiler starring Vivian Blaine as "Doll Face" Carroll. It also stars actor Dennis O'Keefe and singers Carmen Miranda and Perry Como. The film is based on the 1943 play The Naked Genius written by Gypsy Rose Lee. In the opening credits, she is billed under her birth name, Louise Hovick. The film is also known as Come Back to Me in the United Kingdom.

Vivian Blaine was an American actress and singer, best known for originating the role of Miss Adelaide in the musical theater production of Guys and Dolls, as well as appearing in the subsequent film version, in which she co-starred with Marlon Brando, Jean Simmons and Frank Sinatra.