Eat at a table, work at a desk. That is the traditional dichotomy between the two pieces of furniture. Often smaller than a table, a desk carries the implications of a totally different mindset. A table is for family; a place to relax and spend time with others.
Desks, on the other hand, are solitary places where you slay the dragon of a task on your own. Take off your sword before you sit down, though.