i have the smaller diameter selway gripper on one of my quivers. used electrical tape around the grippers on another. about to experiment with rubber bands as well.
I have done the Velcro trick with good success. I did put the smallest dab of rubber cement in the back part of the rubber and let it flash over a bit before putting the velcro in...locks in tight and works like a charm.