 Curtiss was born on June 22, 1915, in New York City, the son of Roy A. Curtiss and Ethel Quinn.He attended the Bovee School for Boys, a private day school on New York's Upper East Side, where he was friends with Louis Auchincloss.He graduated from the Browning School in New York in 1933.