To reproduce:
Play with keyboard/mouse, but with Xbox 360 controller plugged in.
Between matches, game switches to controller without being prompted.
Can no longer use keyboard or mouse in game, even when unplugging controller.
Have to alt-f4 out of game, unplug controller and restart game to avoid this happening.

Reproduce-ability: 50% of the time-ish.