About Me

Hang Zhang

I am Hang Zhang (张航), a Research Scientist at Facebook. Before joining FB, I also worked/interned at Amazon and NVIDIA. I received my PhD degree at Rutgers University in 2017 advised by Prof. Kristin Dana. I received my bachelor degree at Southeast University (Nanjing, China) in 2013.
I am enthusiastic in contributing to open source projects, including [D2Go Toolkit, PyTorch Encoding Toolkit, AutoGluon Toolkit, GluonCV Toolkit, Apache MXNet].

Selected Publications

zhang20

ResNeSt: Split-Attention Networks
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Haibin Lin, Zhi Zhang, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alex Smola
arXiv, 2020

paper abstract bibtex slides code

@article{zhang2020resnest,
title={ResNeSt: Split-Attention Networks},
author={Zhang, Hang and Wu, Chongruo and Zhang, Zhongyue and Zhu, Yi and Zhang, Zhi and Lin, Haibin and Sun, Yue and He, Tong and Muller, Jonas and Manmatha, R. and Li, Mu and Smola, Alexander},
journal={arXiv preprint arXiv:2004.08955},
year={2020}
}
    

zhang19

Co-occurrent Features in Semantic Segmentation
Hang Zhang, Han Zhang, Chenguang Wang, Junyuan Xie
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

paper abstract bibtex

@InProceedings{Zhang_2019_CVPR,
author = {Hang Zhang and Han Zhang and Chenguang Wang and Junyuan Xie},
title = {Co-occurrent Features in Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2019}
}
    

xie19

Bag of Tricks for Image Classification with Convolutional Neural Networks
Tong He, Zhi Zhang, Hang Zhang, Zhongyue Zhang, Junyuan Xie, Mu Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

paper abstract bibtex code

@InProceedings{Xie2018bags,
  title={Bag of Tricks to Train Convolutional Neural Networks for Image Classification},
  author={Tong He and Zhi Zhang and Hang Zhang and Zhongyue Zhang and Junyuan Xie and Mu Li},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2018}
}
    

zhang18

Context Encoding for Semantic Segmentation
Hang Zhang, Kristin Dana, Jianping Shi, Zhongyue Zhang, Xiaogang Wang, Ambrish Tyagi, Amit Agrawal
IEEE Conference on Computer Vision and Pattern Recognition
(CVPR)
, 2018 Oral (70/3309=2.1%)

paper abstract bibtex code talk slides

@InProceedings{Zhang_2018_CVPR,
author = {Zhang, Hang and Dana, Kristin and Shi, Jianping and Zhang, Zhongyue and Wang, Xiaogang and Tyagi, Ambrish and Agrawal, Amit},
title = {Context Encoding for Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}
    

zhang17

Multi-style Generative Network for Real-time Transfer
Hang Zhang, Kristin Dana
European Conference on Computer Vision Workshops (ECCVW), 2018
arXiv, 03/2017

paper abstract bibtex code video project poster

@article{zhang2017multistyle,
title={Multi-style Generative Network for Real-time Transfer},
author={Zhang, Hang and Dana, Kristin},
journal={arXiv preprint arXiv:1703.06953},
year={2017}
}
    

zhang17

Deep TEN: Texture Encoding Network
Hang Zhang, Jia Xue, Kristin Dana
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

paper abstract bibtex code blog poster slides

@InProceedings{Zhang_2017_CVPR,
author = {Zhang, Hang and Xue, Jia and Dana, Kristin},
title = {Deep TEN: Texture Encoding Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
year = {2017}
}
    


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