The video playing in the background can be quite hidden.
You can just scroll through the feed and close the app - it doesn't play sound or anything, but the random video can still be playing (and sometimes the progress bar is visible in the system notifications if you have those enabled).
I have seen this issue two days ago, not sure if there's been any change since that.