It turns out this problem appears in other plugins as well.
The problem has to do with symlinks in the wp-content path, see this ticket for more information.
I solved it by editing my wp-config.php
, replacing this:
define('WP_CONTENT_DIR',$_SERVER['DOCUMENT_ROOT'] . '/wp-content');
With this:
define('WP_CONTENT_DIR', realpath($_SERVER['DOCUMENT_ROOT'] . '/wp-content'));