Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning

Neural Information Processing Systems 

Our contributions are manifold and significant. Firstly, we identify and articulate the limitations inherent in the I-JEP A framework, specifically its EMA and prediction mechanisms.

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