I think it varies by jurisdiction. For example, Oregon requires plates to be visible on any vehicle being operated on public roads, which might be interpreted as excluding parked cars (assuming that taking up parking space does not constitute operation). But the city of Portland has an ordinance specifically requiring parked cars to have visible plates.