Sounds like you're doing it right, but just to double check, you are aware that there are two hex screws on each knob that you have to loosen right?
I would just take each screw out completely and pull up on it firmly while pressing down on the control plate.
+1, but be careful where you do it, these screws are very small and they can easily get lost if you drop them.