Hi Ashwin,
Unfortunately you cannot.
You know CORS provides additional protections against different types of attacks in the Web word (mostly XSS + (D)DOS).
So the only way to bypass it is to configure Mobile Server to accept such requests (from different site) (as well as browser to make it at all).