Comment 26 for bug 135197

To clarify a workaround until the fix is released:

To get the missing icon to appear, you need to run in a terminal:

sudo gtk-update-icon-cache --force --quiet /usr/share/icons/hicolor

Thanks Tormod for this tip, it worked great for me.