Switching Contols

Basically I tried playing with my keyboard and mouse then I plugged in my xbox one white controller. The controls changed, no issue. Then when I switch to keyboard and mouse the screen kept showing controls for xbox controller. I have tried plugging out the controller but the controls for xbox controller keep displaying.