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#300 Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

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#300 Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

The Image-based Joint-Embedding Predictive Architecture (I-JEPA) is a non-generative framework for self-supervised learning from images. The central idea behind I-JEPA is to predict the representations of multiple target blocks within the same image using a single context block. A core design choice that guides I-JEPA toward producing semantic ...

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