Not in the U.S., and it’s a good thing for authors that you don’t. Most books don’t sell well enough to earn back their advances, and if their authors had to pay them back for poor sales, they’d all be broke.

In general, you have to pay back your advance only if you breach the contract you signed — typically, by not delivering an acceptable manuscript.