You might try boning... It comes in nylon and sprung steel, the stuff they use to give form to bustiers and corsets. Its wider than hanger wire, and might give the antlers more form to stand up. That's the only thing I can think of that might help without knowing if the antlers are just lacking form, or if they're just flopping around.
