Woody Allen's latest, Midnight in Paris, starring Owen Wilson, Rachel McAdams, Michael Sheen, Marion Cotillard, Cathy Bates, Adrian Brody, Alison Pill, Lea Seydoux and Carla Bruni-Sarkozy, hits theaters May 20 after opening Cannes on May 11. Here's the new trailer: