Both of the download pages for for Desktop and for Windows 8 provide the same web installer called: "Visual Studio Express 2012 for Windows Desktop". I installed it and here is its "New Project" window:
In this tutorial page, it says I should have templates like this:
(source: microsoft.com)
How can I get these templates? I'm using Windows 8 x64 RTM.