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Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal


Sep 09, 2021
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng

* 10 pages, 7 figures 

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VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection


Aug 19, 2021
Yujun Zhang, Lei Zhu, Wei Feng, Huazhu Fu, Mingqian Wang, Qingxia Li, Cheng Li, Song Wang


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MT-ORL: Multi-Task Occlusion Relationship Learning


Aug 18, 2021
Panhe Feng, Qi She, Lei Zhu, Jiaxin Li, Lin Zhang, Zijian Feng, Changhu Wang, Chunpeng Li, Xuejing Kang, Anlong Ming

* Accepted by ICCV 2021 

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Unifying Nonlocal Blocks for Neural Networks


Aug 17, 2021
Lei Zhu, Qi She, Duo Li, Yanye Lu, Xuejing Kang, Jie Hu, Changhu Wang

* Accept by ICCV 2021 Conference 

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From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data


Aug 06, 2021
Ye Liu, Lei Zhu, Shunda Pei, Huazhu Fu, Jing Qin, Qing Zhang, Liang Wan, Wei Feng

* 8 pages, 6 figures, ACMMM 2021 

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Adversarial Energy Disaggregation for Non-intrusive Load Monitoring


Aug 02, 2021
Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen

* Accepted to ACM/IMS Trans. on Data Science, codes can be found at https://github.com/lijin118/AED 

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Large field-of-view non-invasive imaging through scattering layers using fluctuating random illumination


Jul 17, 2021
Lei Zhu, Fernando Soldevila, Claudio Moretti, Alexandra d'Arco, Antoine Boniface, Xiaopeng Shao, Hilton B. de Aguiar, Sylvain Gigan

* 8 pages, 11 figures 

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A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy


Jun 23, 2021
Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu, Xiangxi Meng, Chuanqing Zhou, Qiushi Ren, Yanye Lu

* 10 pages, 9 figures 

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Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion


Jun 17, 2021
Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji

* This paper has been accepted by IJCAI 2021 

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Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation


Jun 08, 2021
Zhekai Du, Jingjing Li, Hongzu Su, Lei Zhu, Ke Lu

* Accepted to CVPR 2021, Codes are avaliable at https://github.com/lijin118/CGDM 

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UGRec: Modeling Directed and Undirected Relations for Recommendation


May 10, 2021
Xinxiao Zhao, Zhiyong Cheng, Lei Zhu, Jiecai Zheng, Xueqing Li

* Accepted as a long paper in SIGIR 2021 

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DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation


May 07, 2021
Lei Guo, Li Tang, Tong Chen, Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin

* The 30th International Joint Conference on Artificial Intelligence, 2021 

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Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images


Apr 05, 2021
Cheng Xue, Lei Zhu, Huazhu Fu, Xiaowei Hu, Xiaomeng Li, Hai Zhang, Pheng Ann Heng

* 16page,10 figures. Accepted by medical image analysis 

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Learning the Superpixel in a Non-iterative and Lifelong Manner


Mar 19, 2021
Lei Zhu, Qi She, Bin Zhang, Yanye Lu, Zhilin Lu, Duo Li, Jie Hu

* Accept by CVPR2021 

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Triple-cooperative Video Shadow Detection


Mar 11, 2021
Zhihao Chen, Liang Wan, Lei Zhu, Jia Shen, Huazhu Fu, Wennan Liu, Jing Qin


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Involution: Inverting the Inherence of Convolution for Visual Recognition


Mar 10, 2021
Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen

* Accepted to CVPR 2021. Code and models are available at https://github.com/d-li14/involution 

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Factor-level Attentive ICF for Recommendation


Feb 22, 2021
Zhiyong Cheng, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie

* 26 pages, 6 figures 

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Interest-aware Message-Passing GCN for Recommendation


Feb 19, 2021
Fan Liu, Zhiyong Cheng, Lei Zhu, Zan Gao, Liqiang Nie

* WWW 2021, 10 pages 

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Deep Texture-Aware Features for Camouflaged Object Detection


Feb 05, 2021
Jingjing Ren, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Yangyang Xu, Weiming Wang, Zijun Deng, Pheng-Ann Heng


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Dual-level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval


Jun 10, 2020
Lei Zhu, Hui Cui, Zhiyong Cheng, Jingjing Li, Zheng Zhang

* Accepted by IEEE TCSVT 

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Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation


Apr 15, 2020
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi

* 12 pages and 6 figures 

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Task-adaptive Asymmetric Deep Cross-modal Hashing


Apr 01, 2020
Tong Wang, Lei Zhu, Zhiyong Cheng, Jingjing Li, Huaxiang Zhang


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Multi-Feature Discrete Collaborative Filtering for Fast Cold-start Recommendation


Mar 24, 2020
Yang Xu, Lei Zhu, Zhiyong Cheng, Jingjing Li, Jiande Sun


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Robust Medical Instrument Segmentation Challenge 2019


Mar 23, 2020
Tobias Ross, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mindroc Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo-Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtac, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Gutai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat P. Müller-Stich, Lena Maier-Hein

* A pre-print 

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Neural Networks Weights Quantization: Target None-retraining Ternary (TNT)


Dec 18, 2019
Tianyu Zhang, Lei Zhu, Qian Zhao, Kilho Shin

* 6 pages, 2 figures 

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A Spectral Nonlocal Block for Neural Networks


Nov 27, 2019
Lei Zhu, Qi She, Lidan Zhang, Ping Guo


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