We have the same issue, as we want some pages to be serves statically.
We solved it by creating a Rewrite rule, that "skips" the "rewrite to index.php" part.
This implies, that you use a virtual host and can use rewrite rules. See http://ez.no/ez_publish/documentation/installation/virtual_host_setup (first user comment) for some hints.
