Couple both up for Best Performance gongs
The couple, who have 6 kids together, have been praised for their roles in their latest movies.
Ange, 33, is up for Best Female Performance in The Changeling, in which she plays a distraught mother searching for her missing son.
And Brad, 45, is up for the male equivalent for his role in The Curious Case Of Benjamin Button.
The movie could also scoop Outstanding Performance By A Cast In A Motion Picture.
The awards will take place on 25 January.