Yuyang Zhao 赵宇阳

Ph.D. Student

National University of Singapore

yuyangzhao98@gmail.com

Google Scholar / GitHub

About me

I am currently a Ph.D. student in the Computer Vision and Robotic Perception (CVRP) Laboratory at the National University of Singapore, under the supervision of A/P Gim Hee Lee. I received my B.E. degree from Tianjin University in 2020.

My research interests include person re-identification, semantic segmentation and transfer learning.

News

  • [2022.03] One paper accepted to CVPR 2022! Congrats!
  • [2021.11] One paper accepted to Neurocomputing.
  • [2021.09] One paper accepted to Signal Processing: Image Communication.
  • [2021.03] One paper accepted to CVPR 2021.

Preprints

Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation
Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee
arXiv preprint arXiv:2204.02548
PDF / Bibtext
@article{zhao2022shade,
  title={Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation},
  author={Zhao, Yuyang and Zhong, Zhun and Zhao, Na and Sebe, Nicu and Lee, Gim Hee},
  journal={arXiv preprint arXiv:2204.02548},
  year={2022}}
      
Source-Free Open Compound Domain Adaptation in Semantic Segmentation
Yuyang Zhao*, Zhun Zhong*, Zhiming Luo, Gim Hee Lee, Nicu Sebe
arXiv preprint arXiv:2106.03422
(* Equal contribution)
PDF / Bibtext
@article{zhao2021sfocda,
  title={Source-Free Open Compound Domain Adaptation in Semantic Segmentation},
  author={Zhao, Yuyang and Zhong, Zhun and Luo, Zhiming and Lee, Gim Hee and Sebe, Nicu},
  journal={arXiv preprint arXiv:2106.03422},
  year={2021}}
      

Publications

Novel Class Discovery in Semantic Segmentation
Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee
CVPR, 2022
Project Page / PDF / Bibtext
@inproceedings{zhao2022ncdss,
  title={Novel Class Discovery in Semantic Segmentation},
  author={Zhao, Yuyang and Zhong, Zhun and Sebe, Nicu and Lee, Gim Hee},
  booktitle={Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2022}}
        
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification
Yuyang Zhao*, Zhun Zhong*, Fengxiang Yang, Zhiming Luo, Shaozi Li, Nicu Sebe
CVPR, 2021
(* Equal contribution)
Code / PDF / Bibtext
@inproceedings{zhao2021m3l,
  title={Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for 
         Person Re-Identification},
  author={Zhao, Yuyang and Zhong, Zhun and Yang, Fengxiang and Luo, Zhiming and Lin, Yaojin and 
          Li, Shaozi and Sebe, Nicu},
  booktitle={Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2021}}
      
FPCR-Net: Feature Pyramidal Correlation and Residual Reconstruction for Optical Flow Estimation
Xiaolin Song, Yuyang Zhao, Jingyu Yang, Cuiling Lan, Wenjun Zeng
Neurocomputing
PDF / Bibtext
@article{song2022fpcr,
  title={FPCR-Net: Feature Pyramidal Correlation and Residual Reconstruction for Optical Flow Estimation},
  author={Song, Xiaolin and Zhao, Yuyang and Yang, Jingyu and Lan, Cuiling and Zeng, Wenjun},
  journal={Neurocomputing},
  year={2022},
  publisher={Elsevier}}

      
STC-Flow: Spatio-temporal Context-aware Optical Flow Estimation
Xiaolin Song, Yuyang Zhao, Jingyu Yang
Signal Processing: Image Communication
PDF / Bibtext
@article{song2021stcflow,
  title = {STC-Flow: Spatio-temporal context-aware optical flow estimation},
  journal = {Signal Processing: Image Communication},
  author = {Song, Xiaolin and Zhao, Yuyang and Yang, Jingyu},
  year = {2021},
  publisher={Elsevier}}

    
Attention-guided GANs for human pose transfer
Jinsong Zhang, Yuyang Zhao, Kun Li, YeBin Liu, Jingyu Yang, Qionghai Dai
Optoelectronic Imaging and Multimedia Technology VI, 2019
PDF / Bibtext
@inproceedings{zhang2019attention,
  title={Attention-guided GANs for human pose transfer},
  author={Zhang, Jinsong and Zhao, Yuyang and Li, Kun and Liu, Yebin and Yang, Jingyu and Dai, Qionghai},
  booktitle={Optoelectronic Imaging and Multimedia Technology VI},
  year={2019}}

        

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