You can use "just" with "remember" in the present perfect or simple past to express your having just remembered: I've just remembered to buy the cake. I just remembered to buy the cake. BrE prefers the present perfect. The simple present is impossible here. You cannot say: *I just remember to buy the cake. More @Wikipedia
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