Change views exposed filter format
You need to:
 - Set the filter granularity to "Day"
 - Add a date format "Ymd" admin/config/regional/date-time/formats
 - Add a date type to attach that to...admin/config/regional/date-time
 - OR, just change whatever date type the view is using to use it