Decoherence is the normally proposed solution. Unlike collapse, it wouldn't be the only non-linear, non-unitary, discontinuous operator in all of quantum mechanics. It doesn't give Born's rule, but as long as we're allowed to derive Born's rule by saying "and the wavefunction obeys Born's rule" that's not a mark against it.