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The Score Hamiltonian: Mapping Diffusion Models to Adiabatic Transport

Peter Halmos, Boris Hanin
Jun 5, 2026 at 04:00
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arXiv:2606.05217v1 Announce Type: cross Abstract: We exhibit an exact correspondence between sampling with score-based diffusion models and adiabatic transport of ground states for a family of Schr\"odinger operators we call Score Hamiltonians, built from the learned score's quantum potential. We obtain novel density reconstruction bounds and...

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