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MDN-VJEPA: Multimodal Probabilistic Joint-Embedding World Models

Huang, Yongchao
arXiv (All) · Papers
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machine-learning
Joint-Embedding Predictive Architectures (JEPAs) learn world models by predicting future representations rather than reconstructing observations. Variational JEPA (VJEPA) gives this prediction probabilistic semantics and permits flexible conditional predictive families. We propose MDN-VJEPA, a multi
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