If we could see deep into the infrared, we might see more faraway stars and galaxies, whose light has been red-shifted by the expansion of space.
If we could see wavelengths in the single cm range, we might perceive a dim uniform glow in the night sky: the cosmic background radiation.
If we could see radio waves we might see all sorts of light sources in the night sky.