Moldy Caulking in the Shower?

We live in an apartment and have a serious problem with mold. The caulk in our shower stall grows it constantly. I have tried bleach, the tilex mold and mildew remover, and that scrubbing bubbles daily shower cleaner. No of them seem to work. Short of stripping out the caulk, how can I get rid of the problem?

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