1. Exercise is not getting rid of your cellulite Diet and exercise affect the layer of fat that lies right atop the muscle, while cellulite resides in the layer of fat just below the skin.  That’s why sometimes you’ll notice, say, marathon runners with cellulite; those training runs did nothing for that outermost fat layer. …