According to several people on the net, it seems that filming last night was primarily at the Bank of America Building on So. LaSalle. People say they believe it was a scene at a restaurant, using Depp as Dillinger and Marion Cotillard as Billie Frechette.
He reportedly greeted a small number of fans and then left for the weekend.
Happy Father's Day Johnny!