No, defoliation is NOT a required "technique" when growing cannabis and should be avoided at all costs imo.
If you are not having issues with humidity, I would strongly urge you to just let them be.
Remember...........
more leaves = more energy being made = more (bud) growth!
Next time, to avoid over crowding, consider only growing one decent plant in that sized area.