I had similar issues. So, I clicked on the photo, clicked on "edit", then clicked "done". Photo now seems to stay in the event. Still working my way through the scans, though, editing and correcting dates, etc. and have not gotten to those photos with issues, so can't say for sure that my photos are really there, but for now they seem to be fine.