Uploaded April 2026 | Updated September 2026, 1 week ago

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Warp is the agentic development environment born out of the terminal. Download Warp for free today at → https://go.warp.dev/bycloudythoa

For the longest time, Yann LeCun has been pioneering this idea called JEPA. With its rapid advancements as of recent, it has become a spotlight in the research field, especially for world modeling. So in today's video, I'll be covering the main idea of JEPA, how it works, and what makes it promising.


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Sauces
[Original JEPA paper] openreview.net/pdf?id=BZ5a1r-kVsf
[V-JEPA] arxiv.org/abs/2506.09985
[I-JEPA] arxiv.org/abs/2301.08243
[EMA for Self-Supervised ViT] arxiv.org/abs/2104.14294
[Infomax] pubmed.ncbi.nlm.nih.gov/7584893
[SimCLR] arxiv.org/abs/2002.05709
[Barlow Twins] arxiv.org/abs/2103.03230
[VICReg] arxiv.org/abs/2105.04906
[LeJEPA] arxiv.org/abs/2511.08544
[EchoJEPA] arxiv.org/abs/2602.02603
[DINO v2] arxiv.org/abs/2304.07193



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