| Deep learning for content-based image retrieval: A comprehensive study J Wan, D Wang, SCH Hoi, P Wu, J Zhu, Y Zhang, J Li Proceedings of the 22nd ACM international conference on Multimedia, 157-166, 2014 | 594 | 2014 |
| Batch mode active learning and its application to medical image classification SCH Hoi, R Jin, J Zhu, MR Lyu Proceedings of the 23rd international conference on Machine learning, 417-424, 2006 | 361 | 2006 |
| Learning distance metrics with contextual constraints for image retrieval SCH Hoi, W Liu, MR Lyu, WY Ma 2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006 | 330 | 2006 |
| AR-miner: mining informative reviews for developers from mobile app marketplace N Chen, J Lin, SCH Hoi, X Xiao, B Zhang Proceedings of the 36th International Conference on Software Engineering …, 2014 | 329 | 2014 |
| Semisupervised SVM batch mode active learning with applications to image retrieval SCH Hoi, R Jin, J Zhu, MR Lyu ACM Transactions on Information Systems (TOIS) 27 (3), 16, 2009 | 309 | 2009 |
| Reliable patch trackers: Robust visual tracking by exploiting reliable patches Y Li, J Zhu, SCH Hoi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 276 | 2015 |
| Semi-supervised distance metric learning for collaborative image retrieval and clustering SCH Hoi, W Liu, SF Chang ACM Transactions on Multimedia Computing, Communications, and Applications …, 2010 | 274 | 2010 |
| Large-scale text categorization by batch mode active learning SCH Hoi, R Jin, MR Lyu Proceedings of the 15th international conference on World Wide Web, 633-642, 2006 | 240 | 2006 |
| A boosting framework for visuality-preserving distance metric learning and its application to medical image retrieval L Yang, R Jin, L Mummert, R Sukthankar, A Goode, B Zheng, SCH Hoi, ... IEEE transactions on pattern analysis and machine intelligence 32 (1), 30-44, 2008 | 203 | 2008 |
| Online feature selection and its applications J Wang, P Zhao, SCH Hoi, R Jin IEEE Transactions on Knowledge and Data Engineering 26 (3), 698-710, 2013 | 190 | 2013 |
| A unified log-based relevance feedback scheme for image retrieval SCH Hoi, MR Lyu, R Jin IEEE TRANSACTIONS on knowledge and Data Engineering 18 (4), 509-524, 2006 | 188 | 2006 |
| Semantics-preserving bag-of-words models and applications L Wu, SCH Hoi, N Yu IEEE Transactions on Image Processing 19 (7), 1908-1920, 2010 | 176 | 2010 |
| Libol: A library for online learning algorithms SCH Hoi, J Wang, P Zhao The Journal of Machine Learning Research 15 (1), 495-499, 2014 | 173 | 2014 |
| Exact soft confidence-weighted learning J Wang, P Zhao, SCH Hoi International Conference on Machine Learning (ICML), 2012 | 167 | 2012 |
| Exclusive lasso for multi-task feature selection Y Zhou, R Jin, SCH Hoi Proceedings of the Thirteenth International Conference on Artificial …, 2010 | 156 | 2010 |
| Online AUC maximization P Zhao, SCH Hoi, R Jin, T YANG International Machine Learning Society, 2011 | 148 | 2011 |
| Online multimodal deep similarity learning with application to image retrieval P Wu, SCH Hoi, H Xia, P Zhao, D Wang, C Miao Proceedings of the 21st ACM international conference on Multimedia, 153-162, 2013 | 143 | 2013 |
| Learning nonparametric kernel matrices from pairwise constraints SCH Hoi, R Jin, MR Lyu Proceedings of the 24th international conference on Machine learning, 361-368, 2007 | 135 | 2007 |
| Face detection using deep learning: An improved faster RCNN approach X Sun, P Wu, SCH Hoi Neurocomputing 299, 42-50, 2018 | 128 | 2018 |
| A novel log-based relevance feedback technique in content-based image retrieval CH Hoi, MR Lyu Proceedings of the 12th annual ACM international conference on Multimedia, 24-31, 2004 | 128 | 2004 |
