How do I get over "imposter syndrome"?

I'm dealing with imposter syndrome in graduate school. I know that by all accounts I am a phenomenal graduate student, and that I am well-published. I am well liked by students and faculty alike. And yet I cannot shake the feeling that I'm going to be found out as a fraud.

How can I get over this feeling?