This is a super simple problem to solve, IF you switch your Date table over to @Melissa’s awesome Extended Date Table. If you are using that, there is a field named ISAFTERTODAY. Just drop that field in the filter pane at the page level, and set it equal to FALSE.
I actually did a video a while back on many of the powerful uses of this simple field.
I hope this is helpful.
– Brian