Yuyang Zhao
I am currently a Ph.D. student in the Computer Vision and Robotic Perception (CVRP) Laboratory at 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 lie in building generalizable computer vision systems, especially securing model performance under distribution and category shifts. Currently, I am focusing on generalizable semantic segmentation.
[September 2022 ] Our AdvStyle is accepted to NeurIPS 2022!
[July 2022 ] I received the Outstanding Reviewer Award in ICML 2022 (Top 10%) !
[July 2022 ] One paper about domain generalized semantic segmentation is accepted to ECCV 2022!
[May 2022] One paper about open compound domain adaptation is accepted to IEEE TCSVT!
[March 2022 ] One paper about novel class discovery is accepted to CVPR 2022!
[November 2021] One paper about optical flow estimation is accepted to Neurocomputing.
[September 2021] One paper about optical flow estimation is accepted to Signal Processing: Image Communication.
[March 2021 ] One paper about domain generalized person re-identification is accepted to CVPR 2021!
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
Zhun Zhong *,
Yuyang Zhao *,
Gim Hee Lee ,
Nicu Sebe
NeurIPS , 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation
Yuyang Zhao ,
Zhun Zhong ,
Na Zhao ,
Nicu Sebe ,
Gim Hee Lee
ECCV , 2022
Novel Class Discovery in Semantic Segmentation
Yuyang Zhao ,
Zhun Zhong ,
Nicu Sebe ,
Gim Hee Lee
CVPR , 2022
Source-Free Open Compound Domain Adaptation in Semantic Segmentation
Yuyang Zhao *,
Zhun Zhong *,
Zhiming Luo ,
Gim Hee Lee ,
Nicu Sebe
IEEE Transactions on Circuits and Systems for Video Technology , 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
FPCR-Net: Feature Pyramidal Correlation and Residual Reconstruction for Optical Flow Estimation
Yuyang Zhao ,
Jingyu Yang,
Cuiling Lan,
Wenjun Zeng
Neurocomputing , 2021
Spatio-temporal Context-aware Optical Flow Estimation
Yuyang Zhao ,
Jingyu Yang
Signal Processing: Image Communication , 2021
Program Comittee / Conference Reviewer: CVPR 2022-2023, ECCV 2022, ICML 2022, NeurIPS 2022, AAAI 2022, ACM MM 2022
Journal Reviewer: IEEE Transactions on Multimedia
