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PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs


Aug 07, 2022
Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin

* accepted by ICML2022 

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Fluid registration between lung CT and stationary chest tomosynthesis images


Mar 06, 2022
Lin Tian, Connor Puett, Peirong Liu, Zhengyang Shen, Stephen R. Aylward, Yueh Z. Lee, Marc Niethammer


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Accurate Point Cloud Registration with Robust Optimal Transport


Nov 01, 2021
Zhengyang Shen, Jean Feydy, Peirong Liu, Ariel Hernán Curiale, Ruben San Jose Estepar, Raul San Jose Estepar, Marc Niethammer

* Accepted in NeurIPS 2021 

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How Incomplete is Contrastive Learning? An Inter-intra Variant Dual Representation Method for Self-supervised Video Recognition


Jul 05, 2021
Lin Zhang, Qi She, Zhengyang Shen, Changhu Wang

* 10 pages with appendix 

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PDO-e$\text{S}^\text{2}$CNNs: Partial Differential Operator Based Equivariant Spherical CNNs


Apr 08, 2021
Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma

* Accepted by AAAI2021 

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A Deep Network for Joint Registration and Reconstruction of Images with Pathologies


Aug 17, 2020
Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer


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PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions


Aug 11, 2020
Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma

* Accepted by ICML2020 

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Anatomical Data Augmentation via Fluid-based Image Registration


Jul 05, 2020
Zhengyang Shen, Zhenlin Xu, Sahin Olut, Marc Niethammer

* MICCAI 2020 

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Region-specific Diffeomorphic Metric Mapping


Jun 01, 2019
Zhengyang Shen, François-Xavier Vialard, Marc Niethammer


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