This is a curated list of awesome Joint Embedding Predictive Architecture (JEPA) papers, libraries, projects, and other resources. Contributions are welcome!
- A Path Towards Autonomous Machine Intelligence (2022)
- How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks (2024)
- Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture (2023)
- LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics (2025)