News

  • Sep 2021Our paper on complicated large-scale point cloud registration is accepted at NeurIPS 2021.
  • Sep 2021Our research toolkit for large scaling point cloud registration is released.
  • Sep 2021I will work as a part-time student researcher at Facebook Reality Labs this fall for facial geometry processing.
  • May 2021I will do a research internship at Facebook Reality Labs this summer for facial geometry processing.
  • Jul 2020One paper accepted at ECCV and one at MICCAI.
  • May 2020I will do a research internship at Google this summer for deepfake video detection.
  • Nov 2019Our scientific package for fluid-based image registration is released.
  • Sep 2019One paper accepted at NeurIPS 2019.
  • Jun 2019I will do a research internship at Siemens Healthineers this summer for Brain Hemorrhage detection.
  • Jun 2019Our work on extension of classic LDDMM is on arXiv.
  • Mar 2019One paper accepted at CVPR 2019.
  • Aug 2017I joined UNC CS as a PhD student.

Selected Publications

Accurate Point Cloud Registration with Robust Optimal Transport

Accurate Point Cloud Registration with Robust Optimal Transport

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

NeurIPS 2021

PDF Code
Adversarial Data Augmentation via Deformation Statistics

Adversarial Data Augmentation via Deformation Statistics

Sahin Olut, Zhengyang Shen, Zhenlin Xu, Samuel Gerber, Marc Niethammer

ECCV 2020

PDF Video
Anatomical Data Augmentation via Fluid-based Image Registration

Anatomical Data Augmentation via Fluid-based Image Registration

Zhengyang Shen, Zhenlin Xu, Sahin Olut, Marc Niethammer

MICCAI 2020

PDF Code Video
Region-specific Diffeomorphic Metric Mapping

Region-specific Diffeomorphic Metric Mapping

Zhengyang Shen, François-Xavier Vialard, Marc Niethammer

NeurIPS 2019

PDF Code
Networks for Joint Affine and Non-parametric Image Registration

Networks for Joint Affine and Non-parametric Image Registration

Zhengyang Shen, Xu Han, Zhenlin Xu, Marc Niethammer

CVPR 2019

PDF Code

Blogs & Tutorials

Miscellaneous

  • My Chinese name is 沈正阳.
  • I am from Songjiang, Shanghai, a beautiful place well known as 云间.
  • Special thanks to Jie Lei for the original website template inspiration.