Nope. Unless your hands are as thin as a pencil, you won't be able to reach the two lower bolts.
Removing and reinstalling the bumper cover is easier and quicker than it looks. Just make sure that you have a lot of towels or blankets spread out on the floor to protect the bumper cover when you remove it.