Gloxinia's fertilizing

I have 3 tubers that i repotted a couple of weeks ago as they showed life into new soil. Now, i wonder if i should fertilize them while still showing only leaf? I always thought that when one repots a plant with new soil, the soil is rich enough that one does not have to fertilize at the beginning at the least.
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