inverse has many possible inputs that respond to the same output and vice versa the same kind of model can also convert aerial photographs into maps and can take descriptions of scenes in terms of which object category should appear at each pixel and turn them into photorealistic images so these are all several different reasons that we might want to study generative models ranging from the different kinds of mathematical abilities they force us to develop to the many different applications that we can carry out once we have these kinds