Is there a reliable method for removing only the influence of grain in an image, automatically? If so, adding grain back into other images ought to be feasible

Is there a reliable method for removing only the influence of grain in an image, automatically? If so, adding grain back into other images ought to be feasible task to solve with even a shallow neural net (since you don't even need to learn anything about the structure of the scene).