Hi shyananth, Welcome to the Forum!
You can add your sharepoint site URL in your trusted sites, and when you logon next time check teh checkbox to remember the password, it will not ask you password from next time onwards. This is the way you do it.
I dont think you can do away with single log on for IE and InfoPath.
Agni
InfoPathDev India