Peirong Liu

Graduate Student in Computer Science

UNC Chapel Hill

Peirong Liu is a graduate student in computer science. She works on perfusion imaging.

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Interests

Machine Learning
Partial Differential Equations
Image Registration

Education

BSc in Mathematics, 2018

Shanghai University (Class Rank 1/305)

Latest

Peirong Liu, Yueh Z. Lee, Stephen R. Aylward, Marc Niethammer (2022). Deep Decomposition for Stochastic Normal-Abnormal Transport. IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022.
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Zhengyang Shen, Jean Feydy, Peirong Liu, Ariel Hernán Curiale, Rubén San José Estépar, Raúl San José Estépar, Marc Niethammer (2021). Accurate Point Cloud Registration with Robust Optimal Transport. Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual.
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Peirong Liu, Lin Tian, Yubo Zhang, Stephen R. Aylward, Yueh Z. Lee, Marc Niethammer (2021). Discovering Hidden Physics Behind Transport Dynamics. IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021.
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Zhipeng Ding, Xu Han, Peirong Liu, Marc Niethammer (2021). Local Temperature Scaling for Probability Calibration. 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021.
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Peirong Liu, Yueh Z Lee, Stephen R Aylward, Marc Niethammer (2021). Perfusion Imaging: An Advection Diffusion Approach. IEEE Transactions on Medical Imaging.
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Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer (2020). Perfusion Imaging: A Data Assimilation Approach. Preprint.
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Lin Tian, Connor Puett, Peirong Liu, Zhengyang Shen, Stephen R. Aylward, Yueh Z. Lee, Marc Niethammer (2020). Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis Images. Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part III.
PDF DOI
Peirong Liu, Yueh Z. Lee, Stephen R. Aylward, Marc Niethammer (2020). PIANO: Perfusion Imaging via Advection-Diffusion. Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VII.
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