Depp joined Cooper for the latter’s show in London’s 100 Club over the weekend, an appearance teased by Cooper when he posted a backstage picture to his Facebook account with the caption “Johnny Depp!! Waiting to jump on stage with Alice for ’18′ and ‘Schools Out!’”