Yes you can!! But you need to keep spare days in your trip because it takes 15-20 hours to reach there from Delhi. Due to snowfall in winters, the highway b/w Kullu to Manali is usually blocked so it takes a lot of time to cover that distance. I went there last January and we was stuck in Jam for like 5-6 hours just before Manali.