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Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
Authors:  Tian, Qing;  Ma, Chuang;  Cao, Meng;  Wan, Jun;  Lei, Zhen;  Chen, Songcan
Favorite  |  View/Download:7/0  |  Submit date:2022/09/19
Dictionary learning  domain correlations  multitarget domain adaptation  representation learning  unsupervised domain adaptation (UDA)  
An Efficient Multiresolution Network for Vehicle Reidentification 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 11, 页码: 9049-9059
Authors:  Shen, Fei;  Zhu, Jianqing;  Zhu, Xiaobin;  Huang, Jingchang;  Zeng, Huanqiang;  Lei, Zhen;  Cai, Canhui
Favorite  |  View/Download:16/0  |  Submit date:2022/07/25
Image resolution  Training  Feature extraction  Spatial resolution  Proposals  Internet of Things  Deep learning  Deep learning  image representation  multiresolution  vehicle reidentification  
A Multi-Agent Reinforcement Learning Method With Route Recorders for Vehicle Routing in Supply Chain Management 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 11
Authors:  Ren, Lei;  Fan, Xiaoyang;  Cui, Jin;  Shen, Zhen;  Lv, Yisheng;  Xiong, Gang
Favorite  |  View/Download:20/0  |  Submit date:2022/06/06
Reinforcement learning  Costs  Task analysis  Transportation  Optimization  Computational modeling  Vehicle routing  Vehicle routing  supply chain management  multi-agent reinforcement learning (MARL)  route recorder  
RVFace: Reliable Vector Guided Softmax Loss for Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2337-2351
Authors:  Wang, Xiaobo;  Wang, Shuo;  Liang, Yanyan;  Gu, Liang;  Lei, Zhen
Favorite  |  View/Download:37/0  |  Submit date:2022/06/06
Deep face recognition  noisy labels detection  margin-based softmax loss  mining-based softmax loss  discriminative feature learning  
Cross-Batch Hard Example Mining With Pseudo Large Batch for ID vs. Spot Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3224-3235
Authors:  Tan, Zichang;  Liu, Ajian;  Wan, Jun;  Liu, Hao;  Lei, Zhen;  Guo, Guodong;  Li, Stan Z.
Favorite  |  View/Download:23/0  |  Submit date:2022/07/25
Face recognition  Training  Measurement  Graphics processing units  Deep learning  Logic gates  Feature extraction  Face recognition  ID vs spot  deep learning  cross-batch hard example mining  pseudo large batch  
Consistent Sub-Decision Network for Low-Quality Masked Face Recognition 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 1147-1151
Authors:  Zhao, Weisong;  Zhu, Xiangyu;  Shi, Haichao;  Zhang, Xiao-Yu;  Lei, Zhen
Favorite  |  View/Download:15/0  |  Submit date:2022/07/25
Face recognition  Faces  Feature extraction  Facial features  Training  Knowledge engineering  Drives  COVID-19  masked face recognition  low-quality  
Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person Reidentification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
Authors:  Yang, Yang;  Wang, Guan'an;  Tiwari, Prayag;  Pandey, Hari Mohan;  Lei, Zhen
Favorite  |  View/Download:23/0  |  Submit date:2022/01/27
Cameras  Measurement  Image reconstruction  Data models  Adaptation models  Scalability  Lighting  Feature fusion  generate adversarial nets  person reidentification (Re-ID)  unsupervised learning  
Weakly Aligned Feature Fusion for Multimodal Object Detection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:  Zhang, Lu;  Liu, Zhiyong;  Zhu, Xiangyu;  Song, Zhan;  Yang, Xu;  Lei, Zhen;  Qiao, Hong
Favorite  |  View/Download:23/0  |  Submit date:2022/01/27
Object detection  Feature extraction  Detectors  Robustness  Cameras  Automation  Training  Deep learning  feature fusion  multimodal object detection  pedestrian detection  
Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 14
Authors:  Yang, Yang;  Tan, Zichang;  Tiwari, Prayag;  Pandey, Hari Mohan;  Wan, Jun;  Lei, Zhen;  Guo, Guodong;  Li, Stan Z.
Favorite  |  View/Download:37/0  |  Submit date:2021/11/02
Pedestrian attribute recognition  Attention  Split-and-aggregate learning  Feature recombination  
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 70, 页码: 26
Authors:  Ross, Tobias;  Reinke, Annika;  Full, Peter M.;  Wagner, Martin;  Kenngott, Hannes;  Apitz, Martin;  Hempe, Hellena;  Mindroc-Filimon, Diana;  Scholz, Patrick;  Thuy Nuong Tran;  Bruno, Pierangela;  Arbelaez, Pablo;  Bian, Gui-Bin;  Bodenstedt, Sebastian;  Bolmgren, Jon Lindstrom;  Bravo-Sanchez, Laura;  Chen, Hua-Bin;  Gonzalez, Cristina;  Guo, Dong;  Halvorsen, Pal;  Heng, Pheng-Ann;  Hosgor, Enes;  Hou, Zeng-Guang;  Isensee, Fabian;  Jha, Debesh;  Jiang, Tingting;  Jin, Yueming;  Kirtac, Kadir;  Kletz, Sabrina;  Leger, Stefan;  Li, Zhixuan;  Maier-Hein, Klaus H.;  Ni, Zhen-Liang;  Riegler, Michael A.;  Schoeffmann, Klaus;  Shi, Ruohua;  Speidel, Stefanie;  Stenzel, Michael;  Twick, Isabell;  Wang, Gutai;  Wang, Jiacheng;  Wang, Liansheng;  Wang, Lu;  Zhang, Yujie;  Zhou, Yan-Jie;  Zhu, Lei;  Wiesenfarth, Manuel;  Kopp-Schneider, Annette;  Mueller-Stich, Beat P.;  Maier-Hein, Lena
Favorite  |  View/Download:51/0  |  Submit date:2021/06/07
Multi-instance instrument  Minimally invasive surgery  Robustness and generalization  Surgical data science