In 1951, Philipe married Nicole Fourcade (1917–1990), an actress/writer, with whom he had two children. She adopted the pseudonym, Anne Philipe, and wrote about her husband in two books, the first called Souvenirs (1960) and a second biography titled Le Temps d'un soupir (No Longer Than a Sigh, 1963).