Housing Recovery Act of 2011 - Amends the Internal Revenue Code to allow a premature distribution from a tax-exempt retirement plan without penalty if such distribution is used to acquire a residence which has been in foreclosure for one year prior to the date of such acquisition and such residence is not sold or otherwise disposed of for two years beginning on the date of such acquisition.