Answer
The terms are misleading because ultraviolet and infrared are not forms of visible light.
Work Step by Step
They are forms of electromagnetic radiation whose frequencies/wavelengths are close to those of visible light.
“Radio light” and “X-ray light” are less common, probably because the radio and x-ray portions of the electromagnetic spectrum are far from the visible portion.