No—but only if you permit them. They can't see your Snapchat memories until you hand over your phone and let them go through them. Like, say, a Facebook album, Snapchat Memories are not viewable by the general public (or anybody else except you). However, there is an extra layer of privacy feature called "My Eyes Only" in Snapchat, if you're concerned about someone viewing certain pictures you've saved for memories.