No. Varicose veins unfortunately won’t disappear with exercise, the only way to get rid of them is to undergo treatment. While exercise is good for getting the blood pumping, it will not take away the underlying problem which causes varicose veins. Some forms of exercise can actually exacerbate the symptoms due to the veins dilating.