No, leave them alone. Don't even try to take the snow off. Let the snow melt on it's own and the branch will come back up as it warms up. I tried to clean the snow off once and the branches were so brittle from the cold they instantly snapped. That's true for any plants you have too, evergreens, bushes, trees, etc. leave them alone and let them recover naturally. It's much better for them.