Attention-guided image enhancement. Each card shows the edited (After) image; hover it, or hold it on touch, to see the original (Before). Edits lift a target region and calm distractors. "Guide gain" is measured by the model that steered the edit (DeepGaze I), so it flatters itself. "Judge gain" comes from an independent classical model and is the more honest number. Neither is real human gaze.