Washing the driveway with a degreasing detergent can also help, but rinse thoroughly and wait for the pavement to dry completely before you fill the cracks. Trapping water would defeat the purpose ...
To help combat this, check your driveway for any existing cracks and seal them before winter. Just apply some cold-poured ...