Need to go into the BIOS and the graphics settings to define the first display port VGA, and a second display via HDMA. By default, the BIOS is mode AUTO.
Ok so I found the problem. The issue is not with Intel, the is with Windows 7. The issue is Windows 7 saves two states for your display setup. One where the TV is on and when its off. So you have to go into windows 7 display properties and make sure that your monitor is selected and saved as the primary display unit both when the TV is on and when it is off. Now it works fine for me.