You have to go to each thread you no longer want to follow and click the "Follow This Topic" button. It will then change to say "Follow This Topic" and have a tittle red circle next to it.
It will look like this when you are NOT following the thread:
Follow This Topic
It will look like this when you ARE following the thread:
Following This Topic