I'm pretty sure my partner and I will face a loss when we marry, because our combined incomes will push us into a higher tax bracket.
For example, let's assume you both have 40k taxable income:
Single, taxable income 40k: tax is $5,935
Married, taxable (combined) income 80k: tax is $11,864
Double the tax on "single", because you would file two returns, and you get $11,870. So you actually saved $6!
Taken directly from the tax table: http://www.irs.gov/pub/irs-pdf/i1040tt.pdf