Contribute CS5 and empty paragraph tags

Contribute CS5 is adding empty paragraph tags to my website! As soon as I hit “Edit Page,” it adds <p> </p> to any div that has an image in it.

I don’t do anything to prompt this - I don’t even try to edit anything. Just as soon as I hit that button, it shifts those items down about 10 pixels.

Any ideas as to why this could be? I played with the roles and the editing styles but nothing’s done the trick. This is extremely important that I figure out how to fix this!!!

The site is at grdominicans.mindutopia.com. Right now every page is effected, but the only published page that you can see this on is the home page.