No, deer do not sleep standing up, in fact, it is impossible for bucks to maintain this position while sleeping. The main reason is that they lose control over their muscles as soon as they fall asleep and hence are unable to lock their legs in the standing position. That said, deer always lie down in a comfortable place to get some sleep.