The WP-Members plugin will add all its fields to the register screen. Solution is to override the register.php file from the theme ( see theme customization in the doc ) and add

remove_action( 'register_form', 'wpmem_wp_register_form' );

at the top of the copied register.php file.

Posted here for posterity