Understanding Meta's V-JEPA groundbreaking architecture, potentially replacement of transformers

V-JEPA or Visual Joint Embedding Predictive Architecture is a completely new way of thinking about machine intelligence, it is part of the JEPA series of models, focusing on video with the new V-JEPA architecture. The goal of JEPA is to make intelligence that actually behaves and learns as humans do. Humans learn an enormous amount of background knowledge about the world just by passively observing it. It has been hypothesized that this common sense information is key to enable intelligent …

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