bets we end up with a blurry image where the eyes are not particularly crisply defined small variations in the amount that the head rotates can place the eyes in very different positions and we average all those different positions together we get a blurry image of the eyes likewise the ears on this person's head have more or less disappeared on the right I show you what happens when we bring in a more generative modeling type approach and in particular when we use an adversarial loss to train the model in the image on the right the