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Zhi-Yuan Liu

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#artificial intelligence Preprint Oct 2026

Quantum-JEPA: Quantum Born Priors for Latent-Action JEPA World Models

A single observation can admit several plausible futures, making uncertainty an essential part of world modelling. However, quantum generative models remain underexplored for this task. We introduce Quantum-JEPA, a latent-action JEPA framework that learns distributions of future representations using a conditional quan...

Zhi-Yuan Liu, Si-Cheng Liu, Hai-Yu Wu · 0 citations

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