The English-language Italian film follows a New York couple who face challenges with their child's upbringing.
Driver's co-star, Alba Rohrwacher, won Best Actress.
Driver has appeared on Broadway in Man and Boy and Mrs. Warren's Profession. His movie credits include "This Is Where I Leave You," "What If," "Inside Llewyn Davis" and "Lincoln."