I realize that, but the tax cuts disproportionately benefit the rich, still (http://money.cnn.com/2012/01/03/news/economy/income_inequali...). Low income houses would still pay low taxes, just not no taxes.
Plus, the idea that ending the Bush tax cuts and giving a break to the poor are mutually exclusive is a false dichotomy. The power exists to do both.