In my personal anecdotal experience, my weight gain and loss correlates to my caloric intake. When I've explicitly calorie counted, foods with refined carbohydrates are typically what blows up my count. When I've done low carb high fat and protein diets, I've found it difficult to eat too much, to the point of coming up several hundred calories short per day.