This worked for me.
Open Task Manager (Ctrl, Shift, Esc), scroll down to Windows Processes and find "Windows Explorer". Click on Windows Explorer and up top click "Restart Task."
Your screen may flicker for a second, but will come back right away with all your taskbar icons present. At least it worked for me. :)
Best of luck