Over the past two years I did a lot of running in the winter, which around here means a lot of running on hills, and very little cycling. I found myself much stronger in the spring when I took my bike out, which really surprised me.

If you live in a snowy area, perhaps cross-country skiing on hilly grounds, or snowshoeing on hills, would help too (and be softer on your joints...)?