How to generate images of certain categories?

[ruipengZ]

Since GRAF is not conditioned on any label, during training time do the latent shape and appearance vectors vary from image to image rather than category from category? If so, how to generate a certain type of image (eg. sofa instead of chair)?

Thanks!