It will apparently also go the other direction, speeding up to consume excess calories in order to maintain your "normal" weight - http://www.youtube.com/watch?v=MHQshbJATVQ - skip to about 49 minutes. One of the guys in this experiment, where they doubled their caloric intake for about 6 weeks, had his metabolic rate go up 30% to compensate.
