Yeah, this seems bizarre. There is better access right now to cutting-edge algorithms than ever, as well as building blocks that make it easier than ever to implement the algorithms described. I've been doing this for years, and I've noticed it get progressively easier. Honorable mention to http://thepaperbay.com/ for making it easier to get around those occasional papers stuck behind paywalls.