Transhumanist
Singularitarians are, IMHO, a subtype of Tranhumanists who are (1) focused on the Intelligence Explosion rather than nanotech, life extension, cryopreservation, Cyborg art, or any other Transhumanist area, and (2) do something about it.
Of course, people canbe Singularitarians and also other things as well, and people can believe something is a good idea without doing anything about it, but the above definition seems significant enough to be worth having a name for.
You could also potentially be a Singularitarian but not a Transhumanist, if you focused o...
http://singularity.org/blog/2013/01/30/we-are-now-the-machine-intelligence-research-institute-miri/
As Risto Saarelma pointed out on IRC, "Volcano Lair Doom Institute" would have been cooler, but this is pretty good too. As the word "Singularity" has pretty much lost its meaning, it's better to have a name that doesn't give a new person all kinds of weird initial associations as their first impression. And "Machine Intelligence Research Institute" is appropriately descriptive while still being general enough.