When viewing images or PDFs in Preview.app's slideshow mode, you can press F to size the image/PDF to fill the screen and A to display it again in its original size.
This also works when you hide the on-screen menu, and using the zoom keys thankfully won't bring the controller back.
Mac OS X Hints
http://hints.macworld.com/article.php?story=20060117091859844