Self‑Supervised Learning: Contrastive Methods and the MoCo Series (V1‑V3)
This article introduces the four types of machine learning, explains self‑supervised learning, details generative and contrastive approaches, and provides an in‑depth overview of the MoCo series (V1‑V3), including their architectures, training strategies, and experimental results on document image classification and text‑line detection tasks.