in addition to what you're trying to translate to so so that's clearly what's going on there and the joint loss is trying to use both the reconstruction objective and the and the adversary's objective and it's producing something sharper than just using l2 loss so so here are some results for what what happens okay let's say you finish this retraining process now you take the encoder out and you you want to use it for a bunch of downstream task so the downstream task could be a classification in detection or semantic