Your Probabilistic JEPA is secretly a hidden Markov model: a state-space interpretation of Joint-Embedding Predictive Learning
Read the original at arxiv.org→arXiv:2608.13621v1 Announce Type: new Abstract: A hidden Markov model (HMM) combines three roles: inference of a hidden-state belief from observations, propagation through a Markov transition, and emission back to...
Original headline: "Your Probabilistic JEPA Is Secretly a Hidden Markov Model: A State-Space Interpretation of Joint-Embedding Predictive Learning"
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- Aug 17, 04:00 UTC arXiv cs.AI lead source Your Probabilistic JEPA Is Secretly a Hidden Markov Model: A State-Space Interpretation of Joint-Embedding Predictive Learning