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Hand Image Understanding via Deep Multi-Task Learning


Jul 28, 2021
Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu

* Accepted By ICCV 2021 

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Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Adaptive Refined Labeling


Jul 26, 2021
Liang Zeng, Lei Wang, Hui Niu, Jian Li, Ruchen Zhang, Zhonghao Dai, Dewei Zhu, Ling Wang


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Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions


Jul 24, 2021
Qian Yu, Lei Qi, Luping Zhou, Lei Wang, Yilong Yin, Yinghuan Shi, Wuzhang Wang, Yang Gao

* 13 pages, 12 figures 

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Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning


Jul 22, 2021
Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo

* 12 pages 

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Signal Acquisition of Luojia-1A Low Earth Orbit Navigation Augmentation System with Software Defined Receiver


May 31, 2021
Liang Chen, Xiangchen Lu, Nan Shen, Lei Wang, Yuan Zhuang, Ye Su, Deren Li, Ruizhi Chen


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RFCBF: enhance the performance and stability of Fast Correlation-Based Filter


May 30, 2021
Xiongshi Deng, Min Li, Lei Wang, Qikang Wan


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Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification


May 30, 2021
Xiongshi Deng, Min Li, Shaobo Deng, Lei Wang


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A Novel Framework Integrating AI Model and Enzymological Experiments Promotes Identification of SARS-CoV-2 3CL Protease Inhibitors and Activity-based Probe


May 29, 2021
Fan Hu, Lei Wang, Yishen Hu, Dongqi Wang, Weijie Wang, Jianbing Jiang, Nan Li, Peng Yin


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Investigating Math Word Problems using Pretrained Multilingual Language Models


May 19, 2021
Minghuan Tan, Lei Wang, Lingxiao Jiang, Jing Jiang


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Ab-initio study of interacting fermions at finite temperature with neural canonical transformation


May 18, 2021
Hao Xie, Linfeng Zhang, Lei Wang

* 11 pages, 6 figures, code: https://github.com/buwantaiji/FermiFlow 

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Leveraging Third-Order Features in Skeleton-Based Action Recognition


May 05, 2021
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Bob McKay, Saeed Anwar, Tom Gedeon


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An almost globally convergent observer for visual SLAM without persistent excitation


Apr 07, 2021
Bowen Yi, Chi Jin, Lei Wang, Guodong Shi, Ian R. Manchester


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Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification


Mar 26, 2021
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang

* CVPR 2021 

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Shift-and-Balance Attention


Mar 24, 2021
Chunjie Luo, Jianfeng Zhan, Tianshu Hao, Lei Wang, Wanling Gao


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DeepStyle: User Style Embedding for Authorship Attribution of Short Texts


Mar 14, 2021
Zhiqiang Hu, Roy Ka-Wei Lee, Lei Wang, Ee-Peng Lim, Bo Dai

* Paper accepted for 4th APWeb-WAIM Joint Conference on Web and Big Data 

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Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation


Mar 09, 2021
Chaohao Xie, Dongwei Ren, Lei Wang, Qinghua Hu, Liang Lin, Wangmeng Zuo

* 14 pages, 7 figures 

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Network Representation Learning: From Traditional Feature Learning to Deep Learning


Mar 07, 2021
Ke Sun, Lei Wang, Bo Xu, Wenhong Zhao, Shyh Wei Teng, Feng Xia


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Coordinated Cyber-Attack Detection Model of Cyber-Physical Power System Based on the Operating State Data Link


Feb 27, 2021
Lei Wang, Pengcheng Xu, Zhaoyang Qu, Xiaoyong Bo, Yunchang Dong, Zhenming Zhang, Yang Li

* Accepted by Frontiers in Energy Research 

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Modeling Method for the Coupling Relations of Microgrid Cyber-Physical Systems Driven by Hybrid Spatiotemporal Events


Feb 01, 2021
Xiaoyong Bo, Xiaoyu Chen, Huashun Li, Yunchang Dong, Zhaoyang Qu, Lei Wang, Yang Li

* Accepted by IEEE Access 

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Pruning and Quantization for Deep Neural Network Acceleration: A Survey


Jan 24, 2021
Tailin Liang, John Glossner, Lei Wang, Shaobo Shi


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Tensor Representations for Action Recognition


Dec 29, 2020
Piotr Koniusz, Lei Wang, Anoop Cherian

* Published with TPAMI, 2020. arXiv admin note: substantial text overlap with arXiv:1604.00239, as this is a journal extension of arXiv:1604.00239 

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Learning geometry-image representation for 3D point cloud generation


Nov 29, 2020
Lei Wang, Yuchun Huang, Pengjie Tao, Yaolin Hou, Yuxuan Liu


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w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution


Nov 15, 2020
Bo Wang, Lei Wang, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu


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ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease


Oct 16, 2020
Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang

* 27 pages, 10 figures 

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S3ML: A Secure Serving System for Machine Learning Inference


Oct 13, 2020
Junming Ma, Chaofan Yu, Aihui Zhou, Bingzhe Wu, Xibin Wu, Xingyu Chen, Xiangqun Chen, Lei Wang, Donggang Cao


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Supervised Learning with Projected Entangled Pair States


Sep 12, 2020
Song Cheng, Lei Wang, Pan Zhang

* 7 pages, 4 figures, 1 table 

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Biomedical named entity recognition using BERT in the machine reading comprehension framework


Sep 03, 2020
Cong Sun, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang

* 8 pages, 2 figures 

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When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control


Aug 20, 2020
Chaochao Chen, Jun Zhou, Li Wang, Xibin Wu, Wenjing Fang, Jin Tan, Lei Wang, Xiaoxi Ji, Alex Liu, Hao Wang, Cheng Hong


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