This could be because Album Admins (parent members) have sent multiple invitations and multiple accounts have been created as a result.
Album Admins can check the nicknames and login times displayed in the Settings tab and identify which accounts are no longer in use. Then just tap "Remove from Album" to delete them.
Rest assured that even after removing people from an album, the photos and videos they uploaded, as well as their comments, will remain visible.