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Li Liu 0002
Person information
- affiliation (since 2016): University of Oulu, Center for Machine Vision and Signal Analysis, Oulu, Finland
- affiliation (2015-2016): Chinese University of Hong Kong, Multimedia Laboratory, Hong Kong
- affiliation (PhD 2012): National University of Defense Technology, Changsha, China
- affiliation (2008-2010): University of Waterloo, Canada
Other persons with the same name
- Li Liu — disambiguation page
- Li Liu 0001
— Chongqing University, School of Software Engineering, China (and 3 more)
- Li Liu 0003 — Umea University, Sweden
- Li Liu 0004
— Inception Institute of Artificial Intelligence, Abu Dhabi, UAE (and 6 more)
- Li Liu 0005 — The University of Sydney, Australia
- Li Liu 0006 — Zheijiang University, Hangzhou, China
- Li Liu 0007 — Controls-Common Cummins Inc., Columbus, IN, USA
- Li Liu 0008 — Arizona State University, Tempe, AZ, USA (and 1 more)
- Li Liu 0009 — FutureWei Technologies, CA, USA (and 1 more)
- Li Liu 0010
— University of Shanghai for Science and Technology, Engineering Research Center of Optical Instrument and System, China (and 1 more)
- Li Liu 0011 — University of Science and Technology, Beijing, China
- Li Liu 0012 — University of California, Irvine, CA, USA
- Li Liu 0013 — Dalian University of Technology, School of Software, Dalian, China (and 1 more)
- Li Liu 0014 — Huazhong University of Science and Technology, Wuhan, China
- Li Liu 0015
— Beijing Normal University, China
- Li Liu 0016
— California State University, Department of Computer Science, Northridge, CA, USA (and 3 more)
- Li Liu 0017
— Chinese University of Hong Kong, Department of Electronic Engineering, Robotics, Perception, and Artificial Intelligence Lab, Hong Kong (and 3 more)
- Li Liu 0018 — Nanyang Technology University, Singapore
- Li Liu 0019 (aka: Li Michael Liu) — Peking University, China (and 1 more)
- Li Liu 0020 — Tsinghua University, Department of Computer Science and Technology, Beijing, China
- Li Liu 0021 — Tsinghua University, Department of Computer Science and Technology, Beijing, China
- Li Liu 0022
— Hohai University, Department of Information and Communication Systems, Changzhou, China
- Li Liu 0023
— Shanghai University, School of Mechatronic Engineering and Automation, China (and 1 more)
- Li Liu 0024
— Tianjin University, School of Electronics and Information Engineering, China (and 1 more)
- Li Liu 0026
— University of Science and Technology Beijing, School of Automation and Electrical Engineering, China
- Li Liu 0027
— Hefei University of Technology, School of Mathematics, China
- Li Liu 0028
— Soochow University, Suzhou, Jiangsu, China (and 1 more)
- Li Liu 0029
— Northwestern Polytechnical University, School of Computer Science, Xi'an, China (and 1 more)
- Li Liu 0030
— Chongqing University of Posts and Telecommunications, Chongqing Key Laboratory of Computational Intelligence, China (and 2 more)
- Li Liu 0031
— Shandong Normal University, School of Information Science and Engineering, Jinan, China
- Li Liu 0032
— Kunming University of Science and Technology, Faculty of Information Engineering and Automation, Computer Technology Application Key Lab of Yunnan Province, Kunming, China (and 1 more)
- Li Liu 0033 — University of Technology, Faculty of Engineering and Information Technology, Sydney, Australia
- Li Liu 0034
— Taiyuan University of Technology, College of Physics and Optoelectronics, Taiyuan, China
- Li Liu 0035
— Arizona State University, College of Health Solutions, Biodesign Institute, Tempe, AZ, USA (and 1 more)
- Li Liu 0036
— Shenzhen Research Institute of Big Data, China (and 1 more)
- Li Liu 0037 — Worcester Polytechnic Institute, Department of Biomedical Engineering, Worcester, MA, USA
- Li Liu 0038 — Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China
- Li Liu 0039 — University of Michigan, Department of Aerospace Engineering, Ann Arbor, MI, USA
- Li Liu 0040 — Shenzhen University, College of Electron and Information Engineering, China
- Li Liu 0041
— Changsha University of Science and Technology, School of Computer and Communication Engineering, Hunan Provincial Key Laboratory of Intelligent Processing of Big Data on Transportation, Changsha, China
- Li Liu 0042
— University of New South Wales, School of Civil & Environmental Engineering, Sydney, Australia
- Li Liu 0043
— Beijing University of Posts and Telecommunications, School of Science, State Key Laboratory of Networking and Switching Technology, Beijing, China
- Li Liu 0044
— China Centre for Resources Satellite Data and Application, Beijing, China
- Li Liu 0045 — George Mason University, Fairfax, VA, USA
- Li Liu 0046
— University of California, Santa Cruz, CA, USA
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2020 – today
- 2025
- [j125]Xuying Xiong
, Xinyu Zhang
, Weidong Jiang
, Tianpeng Liu
, Yongxiang Liu
, Li Liu
:
Lightweight Dual-Stream SAR-ATR Framework Based on an Attention Mechanism-Guided Heterogeneous Graph Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 537-556 (2025) - [j124]Jialei Zhan
, Liang Bai
, Jiehua Zhang
, Tianpeng Liu
, Fan Shi
, Yongxiang Liu
, Li Liu
:
Heterogeneous Binary Pixel Difference Networks for Remote Sensing Object Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-19 (2025) - [j123]Jiangming Chen, Li Liu, Wanxia Deng, Zhen Liu, Yu Liu, Yingmei Wei, Yongxiang Liu:
Refining Pseudo Labeling via Multi-Granularity Confidence Alignment for Unsupervised Cross Domain Object Detection. IEEE Trans. Image Process. 34: 279-294 (2025) - 2024
- [j122]Linbin Zhang
, Xiangguang Leng, Sijia Feng, Xiaojie Ma, Kefeng Ji, Gangyao Kuang, Li Liu:
Optimal azimuth angle selection for limited SAR vehicle target recognition. Int. J. Appl. Earth Obs. Geoinformation 128: 103707 (2024) - [j121]Jinyu Lu
, Guoqiang Liu, Bing Sun, Chao Li, Li Liu
:
Improved (Related-Key) Differential-Based Neural Distinguishers for SIMON and SIMECK Block Ciphers. Comput. J. 67(2): 537-547 (2024) - [j120]Yulan Guo
, Hanyun Wang
, Longguang Wang
, Yinjie Lei
, Li Liu
, Mohammed Bennamoun
:
3D Face Recognition: Two Decades of Progress and Prospects. ACM Comput. Surv. 56(3): 54:1-54:39 (2024) - [j119]Bo Wang, Yifan Zhang, Jian Li, Yang Yu, Zhenping Sun, Li Liu, Dewen Hu:
SplatFlow: Learning Multi-frame Optical Flow via Splatting. Int. J. Comput. Vis. 132(8): 3023-3045 (2024) - [j118]Mingyao Chen
, Jingyuan Xia
, Tianpeng Liu, Li Liu
:
An Integrated Network for SA-ISAR Image Processing With Adaptive Denoising and Super-Resolution Modules. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j117]Xijie Wu
, Tianpeng Liu
, Yongxiang Liu
, Li Liu
:
An Autonomous Feature Detection Method of Slow Small Targets on Sea Surface Based on Contextual Bandit. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j116]Linbin Zhang
, Xiangguang Leng
, Xiaojie Ma
, Kefeng Ji
, Gangyao Kuang, Li Liu
:
Data Distribution Loss for Imbalanced SAR Vehicle Target Recognition. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j115]Jie Zhou
, Bo Peng, Jianyue Xie, Bowen Peng
, Li Liu
, Xiang Li
:
Conditional Random Field-Based Adversarial Attack Against SAR Target Detection. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j114]Xiaoyan Zhou
, Tao Tang
, Zhongzhen Sun
, Gangyao Kuang, Janne Heikkilä
, Li Liu
:
Mitigating SAR Out-of-Distribution Overconfidence Based on Evidential Uncertainty. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j113]Jie Zhou
, Chao Xiao, Bo Peng, Zhen Liu
, Li Liu
, Yongxiang Liu, Xiang Li:
DiffDet4SAR: Diffusion-Based Aircraft Target Detection Network for SAR Images. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j112]Zhixiong Yang
, Jingyuan Xia
, Shengxi Li, Wende Liu, Shuaifeng Zhi, Shuanghui Zhang, Li Liu, Yaowen Fu
, Deniz Gündüz:
Meta-learning based blind image super-resolution approach to different degradations. Neural Networks 178: 106429 (2024) - [j111]Li Liu
, Timothy M. Hospedales
, Yann LeCun, Mingsheng Long
, Jiebo Luo
, Wanli Ouyang
, Matti Pietikäinen
, Tinne Tuytelaars
:
Editorial: Learning With Fewer Labels in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1319-1326 (2024) - [j110]Yun Liu
, Yu-Huan Wu
, Shi-Chen Zhang
, Li Liu
, Min Wu
, Ming-Ming Cheng
:
Revisiting Computer-Aided Tuberculosis Diagnosis. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2316-2332 (2024) - [j109]Changchong Sheng
, Gangyao Kuang
, Liang Bai
, Chenping Hou
, Yulan Guo
, Xin Xu
, Matti Pietikäinen
, Li Liu
:
Deep Learning for Visual Speech Analysis: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 6001-6022 (2024) - [j108]Chao Xiao
, Wei An, Yifan Zhang
, Zhuo Su
, Miao Li
, Weidong Sheng
, Matti Pietikäinen
, Li Liu
:
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 11532-11539 (2024) - [j107]Mingyao Chen
, Jingyuan Xia
, Tianpeng Liu
, Li Liu
, Yongxiang Liu
:
Open Set Recognition and Category Discovery Framework for SAR Target Classification Based on K-Contrast Loss and Deep Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 3489-3501 (2024) - [j106]Xinhua Jiang
, Tianpeng Liu
, Yongxiang Liu
, Shuanghui Zhang
, Huangxing Lin
, Li Liu
:
An Azimuth Aware Deep Reinforcement Learning Framework for Active SAR Target Recognition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4936-4951 (2024) - [j105]Mingyao Chen
, Tianpeng Liu
, Li Liu
:
A Novel Category Discovery Method for SAR Images Based on an Improved UNO Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14982-14996 (2024) - [j104]Yan Zhao
, Lingjun Zhao
, Siqian Zhang
, Li Liu
, Kefeng Ji
, Gangyao Kuang:
Decoupled Self-Supervised Subspace Classifier for Few-Shot Class-Incremental SAR Target Recognition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15845-15861 (2024) - [j103]Guilin Zhu
, Runmin Wang
, Yingying Liu
, Zhenlin Zhu, Changxin Gao
, Li Liu, Nong Sang
:
An Adaptive Post-Processing Network With the Global-Local Aggregation for Semantic Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34(2): 1159-1173 (2024) - [j102]Xiaoting Wu, Xueyi Zhang, Xiaoyi Feng
, Miguel Bordallo López
, Li Liu
:
Audio-Visual Kinship Verification: A New Dataset and a Unified Adaptive Adversarial Multimodal Learning Approach. IEEE Trans. Cybern. 54(3): 1523-1536 (2024) - [j101]Jiawei Zhang
, Zhen Liu
, Weidong Jiang, Yongxiang Liu
, Shuowei Liu, Li Liu
:
From Coarse to Fine: ISAR Object View Interpolation via Flow Estimation and GAN. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j100]Yan Zhao
, Lingjun Zhao, Siqian Zhang
, Kefeng Ji
, Gangyao Kuang, Li Liu
:
Azimuth-Aware Subspace Classifier for Few-Shot Class-Incremental SAR ATR. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j99]Jiaojiao Su
, Qiwu Luo
, Chunhua Yang
, Weihua Gui
, Olli Silvén
, Li Liu
:
PMSA-DyTr: Prior-Modulated and Semantic-Aligned Dynamic Transformer for Strip Steel Defect Detection. IEEE Trans. Ind. Informatics 20(4): 6684-6695 (2024) - [j98]Qiwu Luo
, Ben Li
, Jiaojiao Su
, Chunhua Yang
, Weihua Gui
, Olli Silvén
, Li Liu
:
CDDNet: Camouflaged Defect Detection Network for Steel Surface. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j97]Qiwu Luo
, Wenlong Xu
, Jiaojiao Su
, Chunhua Yang
, Weihua Gui
, Olli Silvén
, Li Liu
:
I²GF-Net: Interlayer Information Guidance Feedback Networks for Wood Surface Defect Detection in Complex Texture Backgrounds. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j96]Huali Xu, Li Liu
, Shuaifeng Zhi
, Shaojing Fu
, Zhuo Su
, Ming-Ming Cheng
, Yongxiang Liu
:
Enhancing Information Maximization With Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Learning. IEEE Trans. Image Process. 33: 2058-2073 (2024) - [j95]Runmin Wang
, Yanbin Zhu
, Hua Chen
, Zhenlin Zhu
, Xiangyu Zhang, Yajun Ding
, Shengyou Qian
, Changxin Gao
, Li Liu
, Nong Sang
:
TTDNet: An End-to-End Traffic Text Detection Framework for Open Driving Environments. IEEE Trans. Intell. Transp. Syst. 25(12): 19770-19784 (2024) - [j94]Yawen Cui
, Zitong Yu
, Wei Peng
, Qi Tian
, Li Liu
:
Rethinking Few-Shot Class-Incremental Learning With Open-Set Hypothesis in Hyperbolic Geometry. IEEE Trans. Multim. 26: 5897-5910 (2024) - [j93]Yuli Sun
, Lin Lei
, Dongdong Guan, Junzheng Wu, Gangyao Kuang, Li Liu
:
Image Regression With Structure Cycle Consistency for Heterogeneous Change Detection. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1613-1627 (2024) - [j92]Yawen Cui
, Wanxia Deng, Haoyu Chen
, Li Liu
:
Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14259-14272 (2024) - [j91]Yuchen Sun
, Lailong Luo
, Deke Guo
, Li Liu
, Junjie Xie
:
KMSharing: The Framework and Space Abstraction for Efficient Data Sharing at the Network Edge. IEEE/ACM Trans. Netw. 32(6): 5440-5458 (2024) - [c46]Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao:
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CVPR 2024: 24326-24335 - [i58]Peng Zheng, Dehong Gao, Deng-Ping Fan, Li Liu, Jorma Laaksonen, Wanli Ouyang, Nicu Sebe:
Bilateral Reference for High-Resolution Dichotomous Image Segmentation. CoRR abs/2401.03407 (2024) - [i57]Bowen Peng, Bo Peng, Jingyuan Xia, Tianpeng Liu, Yongxiang Liu, Li Liu:
Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR. CoRR abs/2401.17038 (2024) - [i56]Zhuo Su, Jiehua Zhang, Longguang Wang, Hua Zhang, Zhen Liu, Matti Pietikäinen, Li Liu:
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning. CoRR abs/2402.00422 (2024) - [i55]Huali Xu, Li Liu, Shuaifeng Zhi, Shaojing Fu, Zhuo Su, Ming-Ming Cheng, Yongxiang Liu:
Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Learning. CoRR abs/2403.01966 (2024) - [i54]Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao:
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CoRR abs/2403.05247 (2024) - [i53]Bo Wang, Jian Li, Yang Yu, Li Liu, Zhenping Sun, Dewen Hu:
SceneTracker: Long-term Scene Flow Estimation Network. CoRR abs/2403.19924 (2024) - [i52]Xinyi Ying, Chao Xiao, Ruojing Li, Xu He, Boyang Li, Zhaoxu Li, Yingqian Wang, Mingyuan Hu, Qingyu Xu, Zaiping Lin, Miao Li, Shilin Zhou, Wei An, Weidong Sheng, Li Liu:
Visible-Thermal Tiny Object Detection: A Benchmark Dataset and Baselines. CoRR abs/2406.14482 (2024) - [i51]Xinyi Ying, Li Liu, Zaipin Lin, Yangsi Shi, Yingqian Wang, Ruojing Li, Xu Cao, Boyang Li, Shilin Zhou:
Infrared Small Target Detection in Satellite Videos: A New Dataset and A Novel Recurrent Feature Refinement Framework. CoRR abs/2409.12448 (2024) - [i50]Yongxiang Liu, Bowen Peng, Li Liu, Xiang Li:
S4ST: A Strong, Self-transferable, faSt, and Simple Scale Transformation for Transferable Targeted Attack. CoRR abs/2410.13891 (2024) - [i49]Huali Xu, Yongxiang Liu, Li Liu, Shuaifeng Zhi, Shuzhou Sun, Tianpeng Liu, Ming-Ming Cheng:
Step-wise Distribution Alignment Guided Style Prompt Tuning for Source-free Cross-domain Few-shot Learning. CoRR abs/2411.10070 (2024) - [i48]Chao Xiao, Wei An, Yifan Zhang, Zhuo Su, Miao Li, Weidong Sheng, Matti Pietikäinen, Li Liu:
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos. CoRR abs/2411.15895 (2024) - 2023
- [j90]Weijie Li
, Wei Yang, Li Liu
, Wenpeng Zhang
, Yongxiang Liu
:
Discovering and Explaining the Noncausality of Deep Learning in SAR ATR. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j89]Bowen Peng
, Jianyue Xie, Bo Peng
, Li Liu
:
Learning Invariant Representation Via Contrastive Feature Alignment for Clutter Robust SAR ATR. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j88]Wei Chen
, Yu Liu
, Weiping Wang
, Erwin M. Bakker
, Theodoros Georgiou
, Paul W. Fieguth
, Li Liu
, Michael S. Lew:
Deep Learning for Instance Retrieval: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7270-7292 (2023) - [j87]Shuzhou Sun
, Shuaifeng Zhi
, Qing Liao
, Janne Heikkilä
, Li Liu
:
Unbiased Scene Graph Generation via Two-Stage Causal Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12562-12580 (2023) - [j86]Zhuo Su
, Jiehua Zhang
, Longguang Wang, Hua Zhang, Zhen Liu
, Matti Pietikäinen
, Li Liu
:
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14956-14974 (2023) - [j85]Linbin Zhang, Xiangguang Leng, Sijia Feng
, Xiaojie Ma, Kefeng Ji, Gangyao Kuang, Li Liu:
Azimuth-Aware Discriminative Representation Learning for Semi-Supervised Few-Shot SAR Vehicle Recognition. Remote. Sens. 15(2): 331 (2023) - [j84]Yun Cheng
, Tianpeng Liu
, Junpeng Shi
, Li Liu
, Yongxiang Liu
:
Redundancy-Reduced Sparsity-Based Adaptive Beamforming for Polarization-Sensitive Arrays. IEEE Signal Process. Lett. 30: 1802-1806 (2023) - [j83]Weijie Li
, Wei Yang
, Wenpeng Zhang
, Tianpeng Liu
, Yongxiang Liu
, Li Liu
:
Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 10088-10106 (2023) - [j82]Heyan Chai
, Zhe Yin, Ye Ding
, Li Liu
, Binxing Fang, Qing Liao
:
A Model-Agnostic Approach to Mitigate Gradient Interference for Multi-Task Learning. IEEE Trans. Cybern. 53(12): 7810-7823 (2023) - [j81]Yuli Sun
, Lin Lei
, Li Liu
, Gangyao Kuang:
Structural Regression Fusion for Unsupervised Multimodal Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j80]Chao Xiao
, Ting Liu
, Xinyi Ying
, Yingqian Wang
, Miao Li, Li Liu
, Wei An
, Zhijie Chen:
Incorporating Deep Background Prior Into Model-Based Method for Unsupervised Moving Vehicle Detection in Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j79]Yan Zhao
, Lingjun Zhao, Ding Ding, Dewen Hu
, Gangyao Kuang, Li Liu
:
Few-Shot Class-Incremental SAR Target Recognition via Cosine Prototype Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j78]Qiwu Luo
, Handong He
, Kexin Liu
, Chunhua Yang
, Olli Silvén
, Li Liu
:
Rain-Like Layer Removal From Hot-Rolled Steel Strip Based on Attentive Dual Residual Generative Adversarial Network. IEEE Trans. Instrum. Meas. 72: 1-15 (2023) - [j77]Jiajie Liu
, Bing Sun
, Guoqiang Liu, Xinfeng Dong, Li Liu
, Hua Zhang
, Chao Li:
New Wine Old Bottles: Feistel Structure Revised. IEEE Trans. Inf. Theory 69(3): 2000-2008 (2023) - [j76]Yawen Cui
, Wanxia Deng
, Xin Xu
, Zhen Liu
, Zhong Liu, Matti Pietikäinen
, Li Liu
:
Uncertainty-Guided Semi-Supervised Few-Shot Class-Incremental Learning With Knowledge Distillation. IEEE Trans. Multim. 25: 6422-6435 (2023) - [j75]Changchong Sheng
, Li Liu
, Wanxia Deng
, Liang Bai, Zhong Liu, Songyang Lao
, Gangyao Kuang, Matti Pietikäinen
:
Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading. IEEE Trans. Multim. 25: 6563-6574 (2023) - [j74]Wei Chen
, Haoyang Xu
, Nan Pu
, Yu Liu
, Mingrui Lao, Weiping Wang
, Li Liu
, Michael S. Lew:
Lifelong Fine-Grained Image Retrieval. IEEE Trans. Multim. 25: 7533-7544 (2023) - [j73]Siwei Wang
, Xinwang Liu
, Li Liu
, Sihang Zhou
, En Zhu
:
Late Fusion Multiple Kernel Clustering With Proxy Graph Refinement. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4359-4370 (2023) - [j72]Ruoyu Chen
, Jingzhi Li
, Hua Zhang
, Changchong Sheng
, Li Liu
, Xiaochun Cao
:
Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations. ACM Trans. Multim. Comput. Commun. Appl. 19(6): 220:1-220:22 (2023) - [c45]Xinyi Ying
, Li Liu, Yingqian Wang, Ruojing Li
, Nuo Chen, Zaiping Lin, Weidong Sheng, Shilin Zhou:
Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision. CVPR 2023: 15528-15538 - [c44]Liu Liu, Shuaifeng Zhi, Zhenhua Du, Li Liu, Xinyu Zhang, Kai Huo, Weidong Jiang:
ROFusion: Efficient Object Detection Using Hybrid Point-Wise Radar-Optical Fusion. ICANN (7) 2023: 187-198 - [c43]Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä, Li Liu:
Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation. ICLR 2023 - [c42]Shanshan Huang, Qingsong Li, Lei Wang, Yuanhao Wang, Li Liu:
Score-based causal feature selection for cancer risk prediction. ICME 2023: 198-203 - [c41]Jiangming Chen
, Wanxia Deng, Bo Peng, Tianpeng Liu, Yingmei Wei, Li Liu:
Variational Information Bottleneck for Cross Domain Object Detection. ICME 2023: 2231-2236 - [c40]Yuchen Sun, Deke Guo, Lailong Luo, Li Liu, Xinyi Li, Junjie Xie:
Prophet: An Efficient Feature Indexing Mechanism for Similarity Data Sharing at Network Edge. INFOCOM 2023: 1-10 - [c39]Zhuo Su, Matti Pietikäinen, Li Liu:
From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning. SCIA (2) 2023: 138-155 - [c38]Janne Mustaniemi, Juho Kannala, Esa Rahtu
, Li Liu, Janne Heikkilä:
BS3D: Building-Scale 3D Reconstruction from RGB-D Images. SCIA (2) 2023: 551-565 - [i47]Janne Mustaniemi, Juho Kannala, Esa Rahtu, Li Liu, Janne Heikkilä:
BS3D: Building-scale 3D Reconstruction from RGB-D Images. CoRR abs/2301.01057 (2023) - [i46]Yawen Cui, Wanxia Deng, Haoyu Chen, Li Liu:
Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning. CoRR abs/2301.09964 (2023) - [i45]Zhuo Su, Matti Pietikäinen, Li Liu:
From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning. CoRR abs/2303.08414 (2023) - [i44]Huali Xu, Shuaifeng Zhi, Shuzhou Sun, Vishal M. Patel, Li Liu:
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey. CoRR abs/2303.08557 (2023) - [i43]Weijie Li, Wei Yang, Li Liu, Wenpeng Zhang, Yongxiang Liu:
Discovering and Explaining the Non-Causality of Deep Learning in SAR ATR. CoRR abs/2304.00668 (2023) - [i42]Xinyi Ying, Li Liu, Yingqian Wang, Ruojing Li, Nuo Chen, Zaiping Lin, Weidong Sheng, Shilin Zhou:
Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision. CoRR abs/2304.01484 (2023) - [i41]Bowen Peng, Jianyue Xie, Bo Peng, Li Liu:
Learning Invariant Representation via Contrastive Feature Alignment for Clutter Robust SAR Target Recognition. CoRR abs/2304.01747 (2023) - [i40]Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu:
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution. CoRR abs/2304.06305 (2023) - [i39]Jinghua Zhang, Li Liu, Kai Gao, Dewen Hu:
Few-shot Class-incremental Pill Recognition. CoRR abs/2304.11959 (2023) - [i38]Yuchen Sun, Tianpeng Liu, Panhe Hu, Qing Liao, Shouling Ji, Nenghai Yu, Deke Guo, Li Liu:
Deep Intellectual Property: A Survey. CoRR abs/2304.14613 (2023) - [i37]Bo Wang, Yifan Zhang, Jian Li, Yang Yu, Zhenping Sun, Li Liu, Dewen Hu:
SplatFlow: Learning Multi-frame Optical Flow via Splatting. CoRR abs/2306.08887 (2023) - [i36]Yun Liu, Yu-Huan Wu, Shi-Chen Zhang, Li Liu, Min Wu, Ming-Ming Cheng:
Revisiting Computer-Aided Tuberculosis Diagnosis. CoRR abs/2307.02848 (2023) - [i35]Shuzhou Sun, Shuaifeng Zhi, Qing Liao, Janne Heikkilä, Li Liu:
Unbiased Scene Graph Generation via Two-stage Causal Modeling. CoRR abs/2307.05276 (2023) - [i34]Liu Liu, Shuaifeng Zhi, Zhenhua Du, Li Liu, Xinyu Zhang, Kai Huo, Weidong Jiang:
ROFusion: Efficient Object Detection using Hybrid Point-wise Radar-Optical Fusion. CoRR abs/2307.08233 (2023) - [i33]Jinghua Zhang, Li Liu, Olli Silvén, Matti Pietikäinen, Dewen Hu:
Few-shot Class-incremental Learning: A Survey. CoRR abs/2308.06764 (2023) - [i32]Junjing Zheng, Xinyu Zhang, Yongxiang Liu, Weidong Jiang, Kai Huo, Li Liu:
Fast Sparse PCA via Positive Semidefinite Projection for Unsupervised Feature Selection. CoRR abs/2309.06202 (2023) - [i31]Peng Zhao, Jiehua Zhang, Bowen Peng, Longguang Wang, Yingmei Wei, Yu Liu, Li Liu:
ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural Networks. CoRR abs/2312.13575 (2023) - 2022
- [j71]Lingjun Zhao
, Qishan He, Ding Ding, Siqian Zhang, Gangyao Kuang, Li Liu:
Selecting pseudo supervision for unsupervised domain adaptive SAR target classification. EURASIP J. Adv. Signal Process. 2022(1): 84 (2022) - [j70]Xiaoting Wu, Xiaoyi Feng, Xiaochun Cao, Xin Xu
, Dewen Hu, Miguel Bordallo López
, Li Liu
:
Facial Kinship Verification: A Comprehensive Review and Outlook. Int. J. Comput. Vis. 130(6): 1494-1525 (2022) - [j69]Bowen Peng
, Bo Peng
, Jie Zhou
, Jingyuan Xia
, Li Liu
:
Speckle-Variant Attack: Toward Transferable Adversarial Attack to SAR Target Recognition. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j68]Chao Xiao
, Qian Yin
, Xinyi Ying
, Ruojing Li
, Shuanglin Wu, Miao Li, Li Liu
, Wei An, Zhijie Chen:
DSFNet: Dynamic and Static Fusion Network for Moving Object Detection in Satellite Videos. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j67]Yawen Cui, Qing Liao, Dewen Hu, Wei An, Li Liu:
Coarse-to-fine pseudo supervision guided meta-task optimization for few-shot object classification. Pattern Recognit. 122: 108296 (2022) - [j66]Qiwu Luo
, Jiaojiao Su, Chunhua Yang, Olli Silvén, Li Liu:
Scale-selective and noise-robust extended local binary pattern for texture classification. Pattern Recognit. 132: 108901 (2022) - [j65]Bowen Peng
, Bo Peng
, Shaowei Yong, Li Liu
:
An Empirical Study of Fully Black-Box and Universal Adversarial Attack for SAR Target Recognition. Remote. Sens. 14(16): 4017 (2022) - [j64]Xinyi Ying
, Yingqian Wang
, Longguang Wang
, Weidong Sheng
, Li Liu
, Zaiping Lin, Shilin Zhou:
Local Motion and Contrast Priors Driven Deep Network for Infrared Small Target Superresolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5480-5495 (2022) - [j63]Jinping Sui
, Zhen Liu
, Li Liu
, Alexander Jung
, Xiang Li
:
Dynamic Sparse Subspace Clustering for Evolving High-Dimensional Data Streams. IEEE Trans. Cybern. 52(6): 4173-4186 (2022) - [j62]Wanxia Deng
, Lingjun Zhao, Gangyao Kuang, Dewen Hu
, Matti Pietikäinen
, Li Liu
:
Deep Ladder-Suppression Network for Unsupervised Domain Adaptation. IEEE Trans. Cybern. 52(10): 10735-10749 (2022) - [j61]Bowen Peng
, Bo Peng
, Jie Zhou
, Jianyue Xie, Li Liu
:
Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j60]