If you join a studio from the MacOS or iOS app, you cannot see or use previously uploaded custom backgrounds, but you can add one.
Likewise, if you upload a custom background to a studio from the Riverside MacOS or iOS app, it will only be available to you. Team members and participants who join your studio will not be able to see it.