I'd exclude Imgur, as last I checked, it wasn't making much money (perhaps even a loss?). Also, Github and DuckDuckGo both took significant venture funding from a16z and USV, respectively. They both grew a substantial userbase (and the former a revenue stream) before taking venture funds, which is a different model for venture funding than is popular today, but they both decided that they needed venture funds in order to realize their ultimate goal.
On a related note, I would consider companies that are bootstrapped by fairly wealthy individuals/angel investors to be a separate class. They're still often backed by former founders of successful startups that had exits (so in some sense, they were able to fund their startup because of previous venture money).
An interesting question is how many companies are founded by individuals with next-to-no capital and take no venture money at any point in their life cycle. It's a different question from the one that GP asked, but it's a far better metric for something we like to pride ourselves on in the tech community: mobility/meritocracy.
We're definitely in a different place than we were in the 90s, when venture money was needed even to get basic server access (today we have plenty of IaaS/PaaS/SaaS companies that reduce the costs). Now, it's possible for someone to create the beginnings of the next Facebook on a student's budget. But that's different from being able to create the next Facebook on a student's budget (ie, without taking any venture money).
I agree that there are still examples even with my stricter critera; they're just less common at the moment.
Some examples include Github, Imgur, Carbonmade, 37Signals, Braintree, DuckDuckGo, AppSumo, Atlassian, Envato, etc, etc...
There are also other sources of funding (ex: StartupChile), and that's not even counting angel investors.