Snowdrops and Crocuses are very tough and tolerant to cold, so I would recommend just leaving them be. They often bloom in January and February here and endure lots of cold weather without complaint.
"...and don't think the garden loses its ecstasy in winter. It's quiet, but the roots are down there riotous." Rumi