I think it depends on what anti depressant you were on? Mine didn't have that side effect, but I've definitely heard of some that do! Also, it would depend on the reason for withdrawing from your anti depressants. Low mood = low libido. And if you're withdrawing from them because your mood is more "stable", there might be a natural increase in your normal libido levels.