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Consistency Models for Scalable and Fast Simulation-Based Inference

M Schmitt, V Pratz, U Köthe, PC Bürkner… - arXiv preprint arXiv …, 2023 - arxiv.org
Mathematics paper cs.LG Suggest

… In this paper, we port consistency models to simulationbased inference (see Figure 1) to achieve an unprecedented combination of both scalable and fast neural posterior …

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BibTeX

@misc{schmitt2024consistency,
      title={Consistency Models for Scalable and Fast Simulation-Based Inference}, 
      author={Marvin Schmitt and Valentin Pratz and Ullrich Köthe and Paul-Christian Bürkner and Stefan T Radev},
      year={2024},
      eprint={2312.05440},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

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