Chelsea Handler and Ralph Fiennes set the Hollywood rumor mill into motion after they were spotted leaving an Oscars party together on Sunday night.

Ralph Fiennes and Chelsea Handler were snapped leaving the Oscars after-party together and have been dubbed Hollywood’s most unlikely couple. The couple first caught the attention of fans at the Critics’ Choice Awards in early February when the pair took part in a skit together that saw Chelsea down a glass of milk.