Mine are falling off too. I used different types of adhesive and just recently used JB weld. Still not fully secured.
What happens is a plastic mount looses from the door panel which needs to be reglued.
There are some directions to remove the door panel
here.
When you do it you should have some extra clips because some may be broken.
New door panels are expensive for what they are.