In a nutshell, a reverse diet is a protocol where you slowly add calories back into your diet after you have been in a long period of caloric restriction.
Instead of dropping an atomic bomb of calories into your system and expanding like a mushroom cloud of fat and water retention post diet, a reverse diet Jedi mind tricks your body into accepting the increased calories.