Plants with fuzzy foliage as well as ornamental grasses will help if you can find some. Actually, right now is the best time of year to start trying to train the babies to go somewhere else with some sort of deer deterent.
The bottom line is that the deer are going to eat something, its just a matter of what is available to them and what it taste like.
Here is a great article that is pretty in-depth regarding how to keep them out as well as a long list of plants that they dont like. Shrubs, groundcovers, etc. http://toolbox.landscapedata.com/2013/03/deer-resistant-plants-and-flowers.html
Hope that helps.