NuBra - but not if you're more than a B or C cup. (They are sticky cups -they work for coverage, not for lift.)
Otherwise, you can put heftier straps on the dress and sew in some cups, or get one of those convertible low-back bras from victoria's secret. Though if you are pretty well-endowed, you might need a low-back bustier.