Zhiyuan Shi

I am a Machine Learning/Computer Vision Researcher at Onfido. Previously I was a postdoctoral associate at Imperial College London, working with Tae-Kyun Kim. I completed my PhD in Computer Science at Queen Mary, University of London in 2016 (advised by Tao Xiang, Timothy Hospedales and Shaogang Gong). Before that I graduated from BUPT with a Bachelor of Science in Electronic Engineering. I am interested in computer vision (action recognition, object localisation, attribute learning) and machine learning (deep learning, probabilistic graphical models, weakly supervised learning).

zhiyuan.shi 'AT' onfido.com / Google Scholar / LinkedIn

Publications

	Kinematic-Layout-aware Random Forests for Depth-based Action Recognition Seungryul Baek, Zhiyuan Shi, Masato Kawade, Tae-Kyun Kim British Machine Vision Conference (BMVC) London, UK, September 2017. arXiv \| PDF \| Bibtex
	Learning and Refining of Privileged Information-based RNNs for Action Recognition from Depth Sequences Zhiyuan Shi, Tae-Kyun Kim IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Hawaii, USA, July 2017. arXiv \| PDF \| Bibtex \| Video
	Weakly-Supervised Image Annotation and Segmentation with Objects and Attributes Zhiyuan Shi, Yongxin Yang, Timothy M. Hospedales and Tao Xiang IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI) 2017 arXiv \| PDF \| Bibtex \| SUP
	Transferring a Semantic Representation for Person Re-Identification and Search Zhiyuan Shi, Timothy M. Hospedales and Tao Xiang IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Boston, USA, June 2015. arXiv \| PDF \| Bibtex \| CMC curve \| SUP
	Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images Zhiyuan Shi, Timothy M. Hospedales and Tao Xiang IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI) 2015 arXiv \| PDF \| Bibtex \| SUP
	Weakly Supervised Learning of Objects, Attributes and their Associations Zhiyuan Shi, Yongxin Yang, Timothy M. Hospedales and Tao Xiang European Conference on Computer Vision (ECCV) Zurich, Switzerland, September 2014. arXiv \| PDF \| Bibtex \| Video
	Bayesian Joint Topic Modelling for Weakly Supervised Object Localisation Zhiyuan Shi, Timothy M. Hospedales and Tao Xiang International Conference on Computer Vision (ICCV) Sydney, Australia, ICCV 2013. arXiv \| PDF \| Bibtex \| SUP \| Video
	Transfer Learning by Ranking for Weakly Supervised Object Annotation Zhiyuan Shi, Parthipan Siva and Tao Xiang British Machine Vision Conference (BMVC) Surrey, UK, September 2012. arXiv \| PDF \| Bibtex

Jon Barron and Li Zhang have an awesome website =)