Yi-Zhe Song

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Timothy M. HospedalesUniversity of Edinburgh; Samsung AI ResearchVerified email at ed.ac.uk
Tao XiangUniversity of SurreyVerified email at surrey.ac.uk
Yongxin YangUniversity of EdinburghVerified email at ed.ac.uk
Da LiSamsung AI Centre Cambridge, University of EdinburghVerified email at samsung.com
Yonggang QiBeijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Qian Yu (于茜)Beihang UniversityVerified email at buaa.edu.cn
Kaiyue PangSketchX, CVSSP, University of SurreyVerified email at surrey.ac.uk
Peter HallProfessor in Computer Science, University of BathVerified email at bath.ac.uk
Jifei SongQueen Mary University of LondonVerified email at qmul.ac.uk
Ayan Kumar BhuniaPhD Student, SketchX@CVSSP, University of Surrey (UK)Verified email at surrey.ac.uk
Liang WangNational Lab of Pattern RecognitionVerified email at nlpr.ia.ac.cn
Yi LiJD.comVerified email at jd.com
Shaogang GongQueen Mary University of LondonVerified email at qmul.ac.uk
Chuan LiChief Science Officer at Lambda labsVerified email at lambdalabs.com
Dongliang ChangBUPT-Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Feng LiuSoutheast UniversityVerified email at seu.edu.cn
Chen Change LoyMMLab@NTU, S-Lab, Nanyang Technological UniversityVerified email at ntu.edu.sg
Kaili ZhaoAssociate Professor, Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Jianshu ZhangUniversity of Science and Technology of ChinaVerified email at mail.ustc.edu.cn
Aneeshan SainPhD Student, CVSSP, University of Surrey, UKVerified email at surrey.ac.uk

Yi-Zhe 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	375	2017
Learning to generalize: Meta-learning for domain generalization D Li, Y Yang, YZ Song, TM Hospedales AAAI, 2018	337	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	258	2016
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	201	2015
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 (3), 411-425, 2017	200	2017
Text extraction from natural scene image: A survey H Zhang, K Zhao, YZ Song, J Guo Neurocomputing 122, 310-323, 2013	160	2013
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	156	2016
Episodic training for domain generalization YZ Song Proceedings of the International Conference on Computer Vision (ICCV 2019), 2019	145*	2019
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	127	2017
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	102	2016
Free-hand sketch recognition by multi-kernel feature learning Y Li, TM Hospedales, YZ Song, S Gong Computer Vision and Image Understanding 137, 1-11, 2015	89	2015
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	86	2018
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	78	2019
Making better use of edges via perceptual grouping Y Qi, YZ Song, T Xiang, H Zhang, T Hospedales, Y Li, J Guo Proceedings of the IEEE conference on computer vision and pattern …, 2015	77	2015
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	76	2020
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval P Xu, Q Yin, Y Huang, YZ Song, Z Ma, L Wang, T Xiang, WB Kleijn, J Guo Neurocomputing, 2017	73	2017
Sketch Recognition by Ensemble Matching of Structured Features. Y Li, YZ Song, S Gong BMVC 1, 2, 2013	69	2013
The devil is in the middle: Exploiting mid-level representations for cross-domain instance matching Q Yu, X Chang, YZ Song, T Xiang, TM Hospedales arXiv preprint arXiv:1711.08106, 2017	66	2017
Forgetmenot: Memory-aware forensic facial sketch matching S Ouyang, TM Hospedales, YZ Song, X Li Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	61	2016
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	58	2018

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