I'm just using AdBlock Plus on this particular browser (Conkeror; Firefox-like). Haven't bothered to try with Firefox (which doesn't have Ghostery, but has a more stringent ad-blocking policy and some other privacy-ish addons that I can't recall at the moment).
It happened to me without any adblockers or other add-ons (Chrome, in its default form.) The refreshes were partly obnoxious due to not always scrolling back to the same place on the page.
Well yeah, it's definitely the site; one of the replies to my original comment managed to identify the piece of JS that's doing it. Using a JS-blocker (or inserting a bit of JS into your developer tools to blank-out the offending function) would do the trick.