.............You gotta save them via "Save Replay" option. When you return, just click load replay; browse thru' the list until you find the event then load it. You don't have to watch it - last time I checked, ghosts return as soon as you start the event. Dunno if that's been changed in an update though.....
Edit: here's something that's way better than my explanation: