It probably has something to do with the upgrade, because it has been many times noted by many users that upgrading to 7 causes bugs later. If the problem persists, make a shortcut of
C:\Program Files\Windows Sidebar\sidebar.exe
and put the shortcut to your Startup folder.
Vista's sidebar had an option to run or not on startup, 7 does not have this option.