Yuyang Zhao

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 lie in building generalizable computer vision systems, especially securing model performance under distribution and category shifts. Currently, I am focusing on generalizable semantic segmentation.

News

[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!

Publications

2022

	Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation Zhun Zhong, Yuyang Zhao*, Gim Hee Lee, Nicu Sebe ( Equal contribution) NeurIPS, 2022 PDF / Code
	Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee ECCV, 2022 PDF / Code / Poster / Video
	Novel Class Discovery in Semantic Segmentation Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee CVPR, 2022 Project Page / PDF / Code
	Source-Free Open Compound Domain Adaptation in Semantic Segmentation Yuyang Zhao, Zhun Zhong, Zhiming Luo, Gim Hee Lee, Nicu Sebe (* Equal contribution) IEEE Transactions on Circuits and Systems for Video Technology, 2022 PDF

2021

	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 (* Equal contribution) CVPR, 2021 PDF / Code
	FPCR-Net: Feature Pyramidal Correlation and Residual Reconstruction for Optical Flow Estimation Xiaolin Song, Yuyang Zhao, Jingyu Yang, Cuiling Lan, Wenjun Zeng Neurocomputing, 2021 PDF
	Spatio-temporal Context-aware Optical Flow Estimation Xiaolin Song, Yuyang Zhao, Jingyu Yang Signal Processing: Image Communication, 2021 PDF

Professional Service

Program Comittee / Conference Reviewer: ECCV, CVPR, ICML, NeurIPS, AAAI, ACM MM
Journal Reviewer: TMM

Stolen from Jon Barron