You can use jquery to hide titlebar after using dialogClass when initializing the dialog.
during init :
$('.selector').dialog({
dialogClass: 'yourclassname'
});
$('.yourclassname div.ui-dialog-titlebar').hide();
By using this method, you don't need to change your css file, and this is dynamic too.