Hi!
Actually, it is possible with a custom field filter. Create the following filter: http://i.imgur.com/edOZ4Gg.png
This basically filters any events which ended after the current time.
It does not matter if you don’t use filters or if they are invisible, it will still be apllied. I hope this helps!