the generator network be a set of bases yeah or for example coefficients of some say it's a natural base maybe a Fourier basis or some wavelet basis or a dictionary or something just wondering if that makes any difference of the learning if it makes it easier because you can put some more priors on these as a member of the deep learning cult I'm not allowed to hand engineer anything so the the closest thing I've done to what you're suggesting is my co-author Bing Xuan the original generative Ebersole net paper was able to train a really