A few weeks ago it became possible to edit filters after they had been applied to a report. This improved filter feature has now also become available for the views.
When a filter is applied to a view, the filter icon turns blue. Pressing the filter icon hides the filter section. The filter icon remains blue so that it is clear that a filter has been applied. Pressing the filter icon again causes the filter section to appear again so that the filters can be edited or removed.