This same thing is an issue in many scientific disciplines. How many people can even name an area of physics research that isn't particle physics or general relativity, for example?
Well, physics is quite complex. I think electrical engineering is similar in that regard.
Personally, I am aware of the two you listed + experimental, condensed matter, and astrophysics. There is some overlap between physics and EE, so I may be aware of others.
