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Not if you hold the drops, like you're supposed to on a track bike.

Not necessarily.
6-days, madison, points race, regular training, .....
If drop bars were meant to hold the drops only, they would have looked different, maybe.
As you may know, advantage of drop bars is the multi-position.
I would recommend to tape the whole bars.