National Infrastructure Bank Act of 2011 - Establishes an independent National Infrastructure Bank to: (1) designate qualified transit, public housing, water, highway, bridge, aviation, freight, passenger rail, or road infrastructure projects for loans, loan guarantees, and other financial assistance; and (2) issue general purpose and project-based infrastructure bonds exempt from state and local taxation.