How do I use relative paths with the webdriver.Navigate().GotoUrl()?

driver.Navigate().GoToUrl("/") sets the location to "/" instead of "http://www.domain.com/"

another example would be

driver.Navigate().GoToUrl("/view1") sets the location to "/view1" instead of "http://www.domain.com/view1"

Either example would cause the browser to return with address isn't valid.