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FedNILM: Applying Federated Learning to NILM Applications at the Edge


Jun 07, 2021
Yu Zhang, Guoming Tang, Qianyi Huang, Yi Wang, Xudong Wang, Jiadong Lou

* 9 pages, 5 figures, 3 tables 

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More Behind Your Electricity Bill: a Dual-DNN Approach to Non-Intrusive Load Monitoring


Jun 01, 2021
Yu Zhang, Guoming Tang, Qianyi Huang, Yi Wang, Hong Xu

* 9 pages, 6 figures, 3 tables 

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Multi-object Tracking with Tracked Object Bounding Box Association


May 17, 2021
Nanyang Yang, Yi Wang, Lap-Pui Chau

* 6 pages, accepted paper at ICME workshop 2021 

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Solve routing problems with a residual edge-graph attention neural network


May 06, 2021
Kun Lei, Peng Guo, Yi Wang, Xiao Wu, Wenchao Zhao


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Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network


May 04, 2021
Chao Li, Hang Zhang, Jinwei Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

* 17 pages, 7 figures 

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Moving Towards Centers: Re-ranking with Attention and Memory for Re-identification


May 04, 2021
Yunhao Zhou, Yi Wang, Lap-Pui Chau

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Dense Point Prediction: A Simple Baseline for Crowd Counting and Localization


Apr 26, 2021
Yi Wang, Xinyu Hou, Lap-Pui Chau

* 6 pages. Accepted at ICME Workshop 2021 

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Learning Transferable 3D Adversarial Cloaks for Deep Trained Detectors


Apr 22, 2021
Arman Maesumi, Mingkang Zhu, Yi Wang, Tianlong Chen, Zhangyang Wang, Chandrajit Bajaj


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Learning Deep Latent Subspaces for Image Denoising


Apr 22, 2021
Yunhao Yang, Yuhan Zheng, Yi Wang, Chandrajit Bajaj


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Machine-learned 3D Building Vectorization from Satellite Imagery


Apr 13, 2021
Yi Wang, Stefano Zorzi, Ksenia Bittner

* Accepted to CVPR workshop (EarthVision 2021) 

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Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction


Mar 10, 2021
Jinwei Zhang, Hang Zhang, Chao Li, Pascal Spincemaille, Mert Sabuncu, Thanh D. Nguyen, Yi Wang


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NeRD: Neural Representation of Distribution for Medical Image Segmentation


Mar 06, 2021
Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh Nguyen, Yi Wang

* 12 pages, 11 figures 

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A Comprehensive Review of Deep Learning-based Single Image Super-resolution


Feb 18, 2021
Syed Muhammad Arsalan Bashir, Yi Wang, Mahrukh Khan

* 35 Pages, 10 Figures 

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Rethinking and Designing a High-performing Automatic License Plate Recognition Approach


Nov 30, 2020
Yi Wang, Zhen-Peng Bian, Yunhao Zhou, Lap-Pui Chau

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Tongji University Undergraduate Team for the VoxCeleb Speaker Recognition Challenge2020


Oct 20, 2020
Shufan Shen, Ran Miao, Yi Wang, Zhihua Wei


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Ensembling Low Precision Models for Binary Biomedical Image Segmentation


Oct 16, 2020
Tianyu Ma, Hang Zhang, Hanley Ong, Amar Vora, Thanh D. Nguyen, Ajay Gupta, Yi Wang, Mert Sabuncu

* 10 pages, 4 figures 

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Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI


Oct 12, 2020
Tejas Sudharshan Mathai, Yi Wang, Nathan Cross

* First two authors contributed equally. Accepted at MICCAI BrainLes 2020 

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Geometric Loss for Deep Multiple Sclerosis lesion Segmentation


Sep 29, 2020
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

* 5 pages, three figures 

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Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation


Sep 13, 2020
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

* 9 pages, 7 figures 

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Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network


Jul 31, 2020
Junxiong Yu, Chaoyu Chen, Xin Yang, Yi Wang, Dan Yan, Jianxing Zhang, Dong Ni

* Early Accepted by MICCAI 2020 

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Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI


Jul 28, 2020
Jinwei Zhang, Hang Zhang, Alan Wang, Qihao Zhang, Mert Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang


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A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds


Jul 25, 2020
Yi Wang, Junhui Hou, Xinyu Hou, Lap-Pui Chau

* 10 pages 

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Can 3D Adversarial Logos Cloak Humans?


Jun 25, 2020
Tianlong Chen, Yi Wang, Jingyang Zhou, Sijia Liu, Shiyu Chang, Chandrajit Bajaj, Zhangyang Wang


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Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes


Apr 28, 2020
Xin Yang, Xu Wang, Yi Wang, Haoran Dou, Shengli Li, Huaxuan Wen, Yi Lin, Pheng-Ann Heng, Dong Ni

* Accepted by Computer Methods and Programs in Biomedicine 

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When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks


Apr 24, 2020
Zhiyu Zhu, Zhen-Peng Bian, Junhui Hou, Yi Wang, Lap-Pui Chau


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Attentive Normalization for Conditional Image Generation


Apr 08, 2020
Yi Wang, Ying-Cong Chen, Xiangyu Zhang, Jian Sun, Jiaya Jia

* CVPR 2020 

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Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs


Apr 01, 2020
Jiamin Liang, Xin Yang, Haoming Li, Yi Wang, Manh The Van, Haoran Dou, Chaoyu Chen, Jinghui Fang, Xiaowen Liang, Zixin Mai, Guowen Zhu, Zhiyi Chen, Dong Ni

* IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2020) 

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VCNet: A Robust Approach to Blind Image Inpainting


Mar 15, 2020
Yi Wang, Ying-Cong Chen, Xin Tao, Jiaya Jia


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