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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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Networks for Joint Affine and Non-parametric Image Registration


Mar 21, 2019
Zhengyang Shen, Xu Han, Zhenlin Xu, Marc Niethammer

* Accepted to CVPR 2019 

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Learning Multi-level Features For Sensor-based Human Action Recognition


Sep 02, 2017
Yan Xu, Zhengyang Shen, Xin Zhang, Yifan Gao, Shujian Deng, Yipei Wang, Yubo Fan, Eric I-Chao Chang

* Pervasive and Mobile Computing, Volume 40, September 2017, Pages 324-338 
* 26 pages, 23 figures 

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End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance


Nov 18, 2016
Yan Xu, Siyuan Shan, Ziming Qiu, Zhipeng Jia, Zhengyang Shen, Yipei Wang, Mengfei Shi, Eric I-Chao Chang

* 35 pages 

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