Only if you fit in one of the following 3 categories.

1. Individuals with an average income tax liability in excess of US$160,000 (as of 2015, as indexed for inflation) for the five tax years prior to the expatriation date.
2. Individuals with a net worth of US$2 million or more as of the expatriation date.
3. Individuals who cannot certify under penalty of perjury that they have complied with US tax requirements for the five years preceding the expatriation date.

I think the trick is to leave before you have $2 million.