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HF Daily Papers · Papers

SiamJEPA: On the Role of Siamese Student Encoders in JEPA

Recently, Joint Embedding Predictive Architectures (JEPAs) have attracted significant attention in the computer vision and machine learning communities as a promising framework for self-supervised representation learning. Unlike masked autoencoders that reconstruct pixels, JEPA models learn represen