LED dome light upgrade won't stay in place

Ironically, I have the exact opposite problem. I replaced about half of my incandescent lights with the LED panels pictured in the original post. They are way too blue and bright for us, and I need to remove them and get some with a lower color temperature. Unfortunately, the adhesive is mighty strong and I'm trying to remove it without damage to the fixture or panel.