No, you can not. Most universities don't keep logs forever though, so after some months it should get erased. They keep it mostly in case they receive some abuse letter so they can forward that shit to you. I wouldn't worry too much...
edit: Also, if the site you visited used HTTPS they can not tell which content you visited on that site, only that you have been on that site. So your fetish might be safe. ;)