The US military is under no obligation to do so.
Edit: People are getting caught on semantics here. Change 'is under no obligation' to 'not required' if you please. There's no pressure for the US to remain (see comment to reply for examples of the US breaking treaties). Perhaps there are incentives to stay that are privy to policy-makers, but are those incentives what the average tax-payer wishes for?