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ensemble inverse generative model

technology1 mentionslast seen Sep 24, 2026

A conditional generative model that constructs posterior samplers using ensemble information from observation sets.

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ensemble inverse generative modelimplementsEnsemble-conditioned Inverse Problem88% confidence1 source

ensemble inverse generative model

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ensemble inverse generative modelimplementsEnsemble-conditioned Inverse Problem

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preprintarXivSep 23, 2026Inverse Problems Conditioned on Observation Ensembles: Applications and Methods
We propose non-iterative inference-time methods that construct posterior samplers based on a new class of conditional generative models, which we call ensemble inverse generative models.