Temporary Payroll Tax Cut Continuation Act of 2012 - Amends the Tax Relief, Unemployment Insurance Reauthorization, and Job Creation Act of 2010 to extend through 2012 the 2% reduction in employment tax rates for employees and self-employed individuals.