in the output so for example sentence to image generation as long as we get an image that actually resembles the sentence we're pretty happy with the output even if there isn't that much diversity in it Scott Reid and his collaborators have recently showed that for these sentence to image tasks generative adversarial networks seem to produce samples that are much less diverse than those produced by other models in the panel on the right we can see how the sentence a man in an orange jacket with sunglasses and a hat skis