The appearance of UI-Controls in Java FX can be either configured programmatically, or with CSS. See this comprehensive CSS reference. Hopefully it will be distributed with the official SDK doc in the next release...
Its a kind of "Convention Over Configuration" again :-).
3 seats left: HTML 5 for Java Developers, Tuesday, April 28th, 2015 and NEW online workshop: Java EE 7 Bootstrap