During winter, deer eat what's called "woody browse," per Field & Stream, which is comprised of leaves, twigs, buds, or ...

Deer grow a thick winter coat composed of hollow guard hairs that trap air for insulation, as detailed by the National Park Service. This coat, along with a dense underfur, helps retain body heat.