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Steven C.H. Hoi
Steven C.H. Hoi
Managing Director of Salesforce Research Asia; IEEE Fellow; Professor at SMU
Verified email at smu.edu.sg - Homepage
Title
Cited by
Cited by
Year
Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
J Li, D Li, C Xiong, S Hoi
International conference on machine learning, 12888-12900, 2022
24202022
Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
J Li, D Li, S Savarese, S Hoi
International conference on machine learning, 19730-19742, 2023
23762023
Deep learning for person re-identification: A survey and outlook
M Ye, J Shen, G Lin, T Xiang, L Shao, SCH Hoi
IEEE transactions on pattern analysis and machine intelligence 44 (6), 2872-2893, 2021
16092021
Deep learning for image super-resolution: A survey
Z Wang, J Chen, SCH Hoi
IEEE transactions on pattern analysis and machine intelligence 43 (10), 3365 …, 2020
15862020
Align before fuse: Vision and language representation learning with momentum distillation
J Li, R Selvaraju, A Gotmare, S Joty, C Xiong, SCH Hoi
Advances in neural information processing systems 34, 9694-9705, 2021
14672021
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
11222014
Codet5: Identifier-aware unified pre-trained encoder-decoder models for code understanding and generation
Y Wang, W Wang, S Joty, SCH Hoi
arXiv preprint arXiv:2109.00859, 2021
10272021
Dividemix: Learning with noisy labels as semi-supervised learning
J Li, R Socher, SCH Hoi
arXiv preprint arXiv:2002.07394, 2020
10242020
Prototypical contrastive learning of unsupervised representations
J Li, P Zhou, C Xiong, SCH Hoi
arXiv preprint arXiv:2005.04966, 2020
9522020
Recent advances in deep learning for object detection
X Wu, D Sahoo, SCH Hoi
Neurocomputing 396, 39-64, 2020
9102020
Online learning: A comprehensive survey
SCH Hoi, D Sahoo, J Lu, P Zhao
Neurocomputing 459, 249-289, 2021
7242021
Face detection using deep learning: An improved faster RCNN approach
X Sun, P Wu, SCH Hoi
Neurocomputing 299, 42-50, 2018
7172018
Instructblip: Towards general-purpose vision-language models with instruction tuning
W Dai, J Li, D Li, AMH Tiong, J Zhao, W Wang, B Li, PN Fung, S Hoi
Advances in Neural Information Processing Systems 36, 2024
6932024
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
6712014
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
5852006
Salient object detection with pyramid attention and salient edges
W Wang, S Zhao, J Shen, SCH Hoi, A Borji
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
5462019
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
4342015
Malicious URL detection using machine learning: A survey
D Sahoo, C Liu, SCH Hoi
arXiv preprint arXiv:1701.07179, 2017
4322017
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), 1-29, 2009
4162009
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
4152006
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