Professors affiliated with your residential college often eat lunch at your commons during the week. I've eaten lunch with a MechE and a physics professor, even though I have not taken any courses in those fields or plan on majoring in those fields.
Yeah the professors drop by for lunch every now and then. Also every once in a while Will Rice has this thing called favorite professor dinner- where you invite your favorite professor to dinner. It's pretty cool.