The 45-year-old actress has kept a low profile since her public split from husband Jesse James after she won the Best Actress Oscar for her role in "The Blind Side" earlier this year.
Bullock is also set to appear Sunday at the MTV Movie Awards where she is to receive the Generation Award.
Spike's "Guys Choice" will air on June 20.