Homepage of Yukai SHI
I am currently a lecturer at Guangdong University of Technology(GDUT). Before that, I received my Ph.D. degree in computer science from HCP Laboratory, Sun Yat-sen University, advised by Prof. Liang Lin. My research interests include computer vision and machine learning.
During my postgraduate study, I am fortunate to have visiting experiences at the University of Sydney and Microsoft Research Asia under the supervision of Prof. Wanli Ouyang and Dr. Jingdong Wang, respectively.
Email: ykshi.1991 AT foxmail DOT com
[2020-05] Personal page online!
Face Hallucination by Attentive Sequence Optimization With Reinforcement Learning
Yukai SHI, Li Guanbin, Qingxing Cao, Keze Wang, Liang Lin
DDet: Dual-Path Dynamic Enhancement Network for Real-World Image Super-Resolution
Yukai SHI, Haoyu Zhong, Zhijing Yang, Xiaojun Yang, Liang Lin.
We found dynamic dual-way CNN brings a significant quality improvement over real-world image pairs
Difficulty-Aware Image Super Resolution via Deep Adaptive Dual-Network
Jinghui Qin, Ziwei Xie, Yukai SHI, Wushao Wen
Perceptual Image Enhancement by Relativistic Discriminant Learning With Cross-Scale Aggregated Representation
Yukai SHI, Jinghui Qin, Pengxu Wei, Wanli Ouyang, Liang Lin
IEEE Access, 2019. [PDF]
Structure-preserving Image Super-resolution via Contextualized Multitask Learning
Yukai SHI, Keze Wang, Chongyu Chen, Li Xu, Liang Lin
Attention-aware Face Hallucination via Deep Reinforcement Learning
Qingxing Cao, Liang Lin, Yukai SHI, Xiaodan Liang, Guanbin Li
IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2017. [PDF]
Local- and Holistic- Structure Preserving Image Super Resolution via Deep Joint Component Learning
Yukai SHI, Keze Wang, Li Xu, Liang Lin
IEEE International Conference on Multimedia and Expo (ICME), Oral, 2016. [PDF]