I think the noise is suppressed not merely because it's harder to see, but mainly because neural networks tend to hallucinate given such an input. In other word

I think the noise is suppressed not merely because it's harder to see, but mainly because neural networks tend to hallucinate given such an input. In other words, there's fine tuning between losing weak signals and hallucinations.