I don't know if there is anything you can really do about it at this point, since you have already started quilting it, but I'm pretty sure that quilting is going to help.
Because I do machine quilting, I use a lot of starch when construction my quilt tops, but that is probably not something that you want to do for hand quilting. I'm anxious to hear how this works out for you!