On chrome its been installed on some extension you have added (its easy to get them added to chrome by mistake) , Disable them all, and then install them one by one to find the culprit.
I had an extension that causes Youtube video playback to default to HD - no idea how it got there, and it was no use to me. I haven't seen the ads since disabling, now it's deleted.