Yi-Zhe Song

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Tao XiangUniversity of Surrey; Meta AIVerified email at surrey.ac.uk
Timothy M. HospedalesProfessor, University of Edinburgh; Samsung AI ResearchVerified email at ed.ac.uk
Yongxin YangQueen Mary University of LondonVerified email at qmul.ac.uk
Ayan Kumar BhuniaSenior Research Scientist@iSIZE, London & PhD from SketchX@CVSSP, University of Surrey, UKVerified email at surrey.ac.uk
Zhanyu MaBeijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Da LiSamsung AI Centre CambridgeVerified email at samsung.com
Aneeshan SainPhD Student, CVSSP, University of Surrey, UK & Research Scientist iSize, LondonVerified email at surrey.ac.uk
Kaiyue PangSketchX, CVSSP, University of SurreyVerified email at surrey.ac.uk
Pinaki Nath ChowdhurySketchX, CVSSP, University of Surrey & Research Scientist iSize, LondonVerified email at surrey.ac.uk
Yonggang QiAssociate Professor, Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Qian Yu (于茜)Beihang UniversityVerified email at buaa.edu.cn
Dongliang Chang (常东良)Tsinghua UniversityVerified email at tsinghua.edu.cn
Xiatian ZhuUniversity of SurreyVerified email at surrey.ac.uk
Jifei SongQueen Mary University of LondonVerified email at qmul.ac.uk
Peter HallProfessor in Computer Science, University of BathVerified email at bath.ac.uk
Liang WangNational Lab of Pattern RecognitionVerified email at nlpr.ia.ac.cn
Peng Xu (徐鹏)Tsinghua UniversityVerified email at tsinghua.edu.cn
Yulia GryaditskayaCVSSP, Surrey Institute for People-Centred AI, UKVerified email at surrey.ac.uk
Yi LiJD.comVerified email at jd.com
Ke LiBUPTVerified email at bupt.edu.cn

Yi-Zhe Song

Other namesYizhe Song

SketchX Lab, CVSSP, University of Surrey

Verified email at surrey.ac.uk - Homepage

Computer Vision Computer Graphics Machine Learning Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deeper, Broader and Artier Domain Generalization D Li, Y Yang, YZ Song, TM Hospedales International Conference on Computer Vision (ICCV), 2017	1083	2017
Learning to generalize: Meta-learning for domain generalization D Li, Y Yang, YZ Song, TM Hospedales AAAI, 2018	1024	2018
Sketch me that shoe Q Yu, F Liu, YZ Song, T Xiang, TM Hospedales, CC Loy Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	440	2016
Episodic training for domain generalization D Li, J Zhang, Y Yang, C Liu, YZ Song, TM Hospedales Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	399	2019
Sketch-a-net: A deep neural network that beats humans Q Yu, Y Yang, F Liu, YZ Song, T Xiang, TM Hospedales International journal of computer vision 122, 411-425, 2017	324	2017
The devil is in the channels: Mutual-channel loss for fine-grained image classification D Chang, Y Ding, J Xie, AK Bhunia, X Li, Z Ma, M Wu, J Guo, YZ Song IEEE Transactions on Image Processing 29, 4683-4695, 2020	269	2020
Fine-grained visual classification via progressive multi-granularity training of jigsaw patches R Du, D Chang, AK Bhunia, J Xie, YZ Song, Z Ma, J Guo European Conference on Computer Vision, 2020	248	2020
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval J Song, Y Qian, YZ Song, T Xiang, T Hospedales International Conference on Computer Vision (ICCV), 2017	240	2017
Sketch-a-net that beats humans Q Yu, Y Yang, YZ Song, T Xiang, T Hospedales Proceedings of the British Machine Vision Conference (BMVC) 2015, 2015	237	2015
Sketch-based image retrieval via siamese convolutional neural network Y Qi, YZ Song, H Zhang, J Liu 2016 IEEE International Conference on Image Processing (ICIP), 2460-2464, 2016	221	2016
Generalizable person re-identification by domain-invariant mapping network J Song, Y Yang, YZ Song, T Xiang, TM Hospedales Proceedings of the IEEE/CVF conference on Computer Vision and Pattern …, 2019	204	2019
Text extraction from natural scene image: A survey H Zhang, K Zhao, YZ Song, J Guo Neurocomputing 122, 310-323, 2013	192	2013
Doodle to search: Practical zero-shot sketch-based image retrieval S Dey, P Riba, A Dutta, J Llados, YZ Song Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019	149	2019
Stochastic classifiers for unsupervised domain adaptation Z Lu, Y Yang, X Zhu, C Liu, YZ Song, T Xiang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	135	2020
Fine-grained image analysis with deep learning: A survey XS Wei, YZ Song, O Mac Aodha, J Wu, Y Peng, J Tang, J Yang, ... IEEE transactions on pattern analysis and machine intelligence 44 (12), 8927 …, 2021	131	2021
A survey on heterogeneous face recognition: Sketch, infra-red, 3D and low-resolution S Ouyang, T Hospedales, YZ Song, X Li, CC Loy, X Wang Image and Vision Computing 56, 28-48, 2016	127	2016
Learning to sketch with shortcut cycle consistency J Song, K Pang, YZ Song, T Xiang, TM Hospedales Proceedings of the IEEE conference on computer vision and pattern …, 2018	116	2018
Simpler is better: Few-shot semantic segmentation with classifier weight transformer Z Lu, S He, X Zhu, L Zhang, YZ Song, T Xiang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	115	2021
Variational Bayesian learning for Dirichlet process mixture of inverted Dirichlet distributions in non-Gaussian image feature modeling Z Ma, Y Lai, WB Kleijn, YZ Song, L Wang, J Guo IEEE transactions on neural networks and learning systems 30 (2), 449-463, 2018	110	2018
Sketchmate: Deep hashing for million-scale human sketch retrieval P Xu, Y Huang, T Yuan, K Pang, YZ Song, T Xiang, TM Hospedales, Z Ma, ... Proceedings of the IEEE conference on computer vision and pattern …, 2018	109	2018

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