Find out how to cover up wallpaper in your bathroom. Learn why it's not a good idea to paint over wallpaper: the seams always show through, the wallpaper adhesive will eventually fail and it will be even harder to remove under a layer of paint. Instead of removing the wallpaper, another option is to cover it with drywall.