loss in this latent space which forces your shape to look similar to what you had seen during training and if you do that you actually get a very nice result so instead of now getting these really weird shapes where you get biologically implausible shapes you can constrain your data to be very close to what is the ground truth if you acquire high resolution images by work by the way these high resolution images you can only acquire if you hold your breath for 40 seconds so this requires really sort of very dedicated