Something strange happened. And now, when I'm using Alt+Tab to switch between windows, I see my running application windows over application icons.
So now I see the following when pressing Alt+Tab:
And I want to return back good old behavior (otherwise I'm worried to get mental trauma):
P.S. Sorry for low-quality images. I can't make screenshots during Alt+Tabing.