I don't even stick the UTH's on the bottom anymore, I leave the paper on and attach them using aluminum tape.
However, when I did stick them on, to get them off try the Goo Gone or something to remove adhesives on a straight flat object like a spatula and gently slide it under to 'peel' the UTH off. If you bend them more than just a tiny bit, they will most likely stop working.