Nope. The word "office" isn't part of the official name, presumably.
Try substituting any other thing the Homeowners Association might have. Would you capitalize the Homeowners Association softball team, the Homeowners Association stationery, or the Homeowners Association location?
(I'm a grammar Nazi--but only on request.)