I'm running Max Payne 2, but the problem is that I can't get rid of the annoying unity launcher and the top panel when running the game fullscreen...

Is there a way to turn them off somehow, because I can normally run the game only within gnome-shell environment, but want to run it inside stock Ubuntu?