Zhongying Deng (邓重英)
Post-doc at Department of Applied Mathematics and Theoretical Physics (DAMTP), University of Cambridge
Email: zd294@cam.ac.uk
I am a post-doctoral research associate at the DAMTP, University of Cambridge, working with Dr Angelica I. Aviles-Rivero, Prof. Carola-Bibiane Schönlieb, and Prof. Zoe Kourtzi.
I received my doctor's degree from the University of Surrey, UK, supervised by Professor Tao Xiang and Professor Yi-Zhe Song.
During my PhD years, I took internships at the University of Cambridge, Shanghai AI Lab, and iFlyTek. I received my master's degree from the University of Chinese Academy of Sciences (UCAS)
and Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS),
supervised by Professor Yu Qiao and Doctor Xiaojiang Peng.
I am also fortunate to work with Professor Zhifeng Li from 2016 to 2017.
Research Interests
- Computer vision and deep learning
- Transfer learning, domain adaptation
- Semi-supervised learning
- Face recognition
- Semantic segmentation
- Medical image analysis
Publications
Please refer to my (Google Scholar) for the latest publications.
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Dynamic Instance Domain Adaptation
Zhongying Deng, Kaiyang Zhou, Da Li, Junjun He, Yi-Zhe Song, Tao Xiang
IEEE Transactions on Image Processing (TIP), 2022 [ ArXiv version], [code]
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Domain Attention Consistency for Multi-Source Domain Adaptation
Zhongying Deng, Kaiyang Zhou, Yongxin Yang, Tao Xiang
BMVC, 2021 (Oral presentation) [code]
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Mutual Component Convolutional Neural Networks for Heterogeneous Face Recognition
Zhongying Deng, Xiaojiang Peng, Zhifeng Li, Yu Qiao
IEEE Transactions on Image Processing (TIP), 2019
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Residual Compensation Networks for Heterogeneous Face Recognition
Zhongying Deng, Xiaojiang Peng, Yu Qiao
AAAI Conference on Artificial Intelligence (AAAI), 2019 [code]
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Adaptive Pyramid Context Network for Semantic Segmentation
Junjun He, Zhongying Deng, Lei Zhou, Yali Wang, Yu Qiao
Conference on Computer Vision and Pattern Recognition (CVPR), 2019
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Dynamic Multi-scale Filters for Semantic Segmentation
Junjun He, Zhongying Deng, Yu Qiao
International Conference on Computer Vision (ICCV), 2019
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Learning Discriminative Representation for Facial Expression Recognition from Uncertainties
Xingyu Fan, Zhongying Deng, Kai Wang, Xiaojiang Peng, Yu Qiao
IEEE International Conference on Image Processing (ICIP), 2020
Academic Services
Reviewer for
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- International Journal of Computer Vision (IJCV)
- Pattern Recognition
- Neurocomputing
- International Conference on Computer Vision and Pattern Recognition (CVPR)
- International Conference on Computer Vision (ICCV)
- European Conference on Computer Vision (ECCV)
- AAAI Conference on Artificial Intelligence (AAAI)
- Conference on Neural Information Processing Systems (NeurIPS)
Workshop Organizer
Work Experience or Internship
Honors and Awards
The 1st place in the autoPET 2022 Challenge, MICCAI 2022
Outstanding winner award for FLARE Challenge, MICCAI 2022
President Scholarship of Chinese Academy of Sciences