Yes. However, we only care about compressing natural images and they are not a big subset of the space of all possible images. In practice, we find that neural

Yes. However, we only care about compressing natural images and they are not a big subset of the space of all possible images. In practice, we find that neural networks are quite good at making predictions on pixel values, especially when we frame the problem in terms of super-resolution.