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Exact Posterior Score Estimation
for Solving Linear Inverse Problems

Abbas Mammadov1,*    Ozgur Kara2,*    Kaan Oktay3    Iskander Azangulov1    Adil Kaan Akan3
Hyungjin Chung4    James Matthew Rehg2    Yee Whye Teh1

1University of Oxford    2UIUC    3fal    4EverEx
*Equal contribution

Paper Page

Official Implementation of "Exact Posterior Score Estimation for Solving Linear Inverse Problems"

Code will be released soon! 🏗️

Citation

If you find this work useful, please cite our paper:

@misc{mammadov2026exactposteriorscoreestimation,
      title={Exact Posterior Score Estimation for Solving Linear Inverse Problems}, 
      author={Abbas Mammadov and Ozgur Kara and Kaan Oktay and Iskander Azangulov and Adil Kaan Akan and Hyungjin Chung and James Matthew Rehg and Yee Whye Teh},
      year={2026},
      eprint={2606.17048},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2606.17048}, 
}

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Official Implementation of "Exact Posterior Score Estimation for Solving Linear Inverse Problems"

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