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ConnectingJoint-EmbeddingPredictiveArchitecture withContrastiveSelf-supervisedLearning

Neural Information Processing Systems

Figure 1: Our C-JEPA achieves faster and betterconvergencethanI-JEPA. Unsupervised learning ofvisual representations has recently seen remarkable progress, primarily due to the development of innovative architectures and strategies that exploit unlabeled imagery.