[R] Use pretrained GANs and image classifier to generate images of the class

Pretrained GANs and CLIP embeddings have been used to created images from arbitrary caption, by backpropagating CLIP similarity of the caption and the generated image down to the generator input noise.

I am thinking of something simpler, where I would take a pretrained GAN, and backpropagate through some pretrained classifier (e.g. image et) down to the input noise to the Generator to generate images of that class.

Is there any reference that does that?

And more generally, i want to …

gans image images machinelearning