Before revision: This article reviews the Once Learning mechanism that was proposed 23 years ago and the subsequent successes of  One-shot Learning in image classification and  You Only Look Once-YOLO in objective detection.
After revision: This article reviews the "Once learning" mechanism that was proposed 23 years ago and the subsequent successes of One-shot Learning in image classification and You Only Look Once-YOLO in objective detection.