And the answer is: no

It is actually not possible for your upstairs neighbors to move away without your noticing. Don't concern yourself with that worry. It's true that they might give their cat away a few weeks early to throw you off the trail, but there will be a great deal of stomping and dragging and banging near the end. It will go on all night. You won't miss anything.