WSOD after upgrading to 3.1

I had the same issue after upgrading my local environment (wordpress/xamp).
I ran http://localhost/wordpress/wp-admin/upgrade.php and then I could get back in to the admin.
I then had to update the database and upgrade to 3.1 again.
After that all seems to be fine.

Hope it helps you too!