Author

Li Liu

G42 - Cited by 10,730 - Computer Vision - Machine Learning - Multimedia - Pattern Recognition

Biography

Jun-Li Liu studied Biology/Physiology at Peking University, China, where he obtained his BSc (1982) and MSc (1985) degrees. He came to Canada in 1989 for postgraduate study in molecular endocrinology under the late Dr. Yogesh C. Patel and received his Ph.D. degree in Experimental Medicine at McGill University in 1995. He subsequently worked for fi ve years as a postdoctoral fellow with Dr. Derek LeRoith (Diabetes Branch, NIDDK, NIH, Bethesda, MD).
Title
Cited by
Year
Normalization techniques in training dnns: Methodology, analysis and application
L Huang, J Qin, Y Zhou, F Zhu, L Liu, L ShaoIEEE Transactions on Pattern Analysis and Machine Intelligence, 2023202
82
2023
Domain knowledge powered two-stream deep network for few-shot SAR vehicle recognition
L Zhang, X Leng, S Feng, X Ma, K Ji, G Kuang, L LiuIEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021202
39
2021
Late fusion multiple kernel clustering with proxy graph refinement
S Wang, X Liu, L Liu, S Zhou, E ZhuIEEE Transactions on Neural Networks and Learning Systems, 2021202
33
2021
Highly-efficient incomplete large-scale multi-view clustering with consensus bipartite graph
S Wang, X Liu, L Liu, W Tu, X Zhu, J Liu, S Zhou, E ZhuProceedings of the IEEE/CVF conference on computer vision and pattern …, 2022202
33
2022
Hierarchical feature aggregation based on transformer for image-text matching
X Dong, H Zhang, L Zhu, L Nie, L LiuIEEE Transactions on Circuits and Systems for Video Technology 32 (9), 6437-6447, 2022202
19
2022
Speckle-variant attack: Toward transferable adversarial attack to SAR target recognition
B Peng, B Peng, J Zhou, J Xia, L LiuIEEE Geoscience and Remote Sensing Letters , 1-5, 2022202
19
2022
Graph convolutional multi-modal hashing for flexible multimedia retrieval
X Lu, L Zhu, L Liu, L Nie, H ZhangProceedings of the 29th ACM International Conference on Multimedia, 1414-1422, 2021202
15
2021
DSFNet: Dynamic and static fusion network for moving object detection in satellite videos
C Xiao, Q Yin, X Ying, R Li, S Wu, M Li, L Liu, W An, Z ChenIEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021202
15
2021
Zero-shot learning via a specific rank-controlled semantic autoencoder
Y Liu, X Gao, J Han, L Liu, L ShaoPattern Recognition 122, 108237, 2022202
13
2022
Scattering model guided adversarial examples for SAR target recognition: Attack and defense
B Peng, B Peng, J Zhou, J Xie, L LiuIEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2022202
11
2022
Coarse-to-fine pseudo supervision guided meta-task optimization for few-shot object classification
Y Cui, Q Liao, D Hu, W An, L LiuPattern Recognition 122, 8296, 2022202
10
2022
Learning deformable and attentive network for image restoration
Y Huang, X Hou, Y Dun, J Qin, L Liu, X Qian, L ShaoKnowledge-Based Systems 231, 107384, 2021202
9
2021
Informative class-conditioned feature alignment for unsupervised domain adaptation
W Deng, Y Cui, Z Liu, G Kuang, D Hu, M Pietikäinen, L LiuProceedings of the 2th ACM International Conference on Multimedia, 1303-1312, 2021202
9
2021
Learning discriminative and representative feature with cascade GAN for generalized zero-shot learning
J Liu, L Fu, H Zhang, Q Ye, W Yang, L LiuKnowledge-Based Systems 236, 10770, 2022202
8
2022
Clustering-driven deep adversarial hashing for scalable unsupervised cross-modal retrieval
X Shen, H Zhang, L Li, Z Zhang, D Chen, L LiuNeurocomputing 459, 152-164, 2021202
8
2021
Coarse-to-fine dual-level attention for video-text cross modal retrieval
M Jin, H Zhang, L Zhu, J Sun, L LiuKnowledge-Based Systems 242, 10354, 2022202
8
2022
Deep ladder reconstruction-classification network for unsupervised domain adaptation
W Deng, Z Su, Q Qiu, L Zhao, G Kuang, M Pietikäinen, H Xiao, L LiuPattern Recognition Letters 152, 398-405, 2021202
7
2021
CAT-EDNet: Cross-attention transformer-based encoder–decoder network for salient defect detection of strip steel surface
Q Luo, J Su, C Yang, W Gui, O Silven, L LiuIEEE Transactions on Instrumentation and Measurement 1, 1-13, 2022202
7
2022
Local motion and contrast priors driven deep network for infrared small target superresolution
X Ying, Y Wang, L Wang, W Sheng, L Liu, Z Lin, S ZhouIEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022202
7
2022
Visual-semantic aligned bidirectional network for zero-shot learning
R Gao, X Hou, J Qin, Y Shen, Y Long, L Liu, Z Zhang, L ShaoIEEE Transactions on Multimedia, 2022202
6
2022