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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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RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation

Feb 27, 2020
Hang Zhang, Jinwei Zhang, Qihao Zhang, Jeremy Kim, Shun Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang

* Accepted for publication in MICCAI 2019 

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SQLFlow: A Bridge between SQL and Machine Learning

Jan 19, 2020
Yi Wang, Yang Yang, Weiguo Zhu, Yi Wu, Xu Yan, Yongfeng Liu, Yu Wang, Liang Xie, Ziyao Gao, Wenjing Zhu, Xiang Chen, Wei Yan, Mingjie Tang, Yuan Tang


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FetusMap: Fetal Pose Estimation in 3D Ultrasound

Oct 11, 2019
Xin Yang, Wenlong Shi, Haoran Dou, Jikuan Qian, Yi Wang, Wufeng Xue, Shengli Li, Dong Ni, Pheng-Ann Heng

* 9 pages, 6 figures, 2 tables. Accepted by MICCAI 2019 

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Convolutional Neural Networks with Dynamic Regularization

Sep 26, 2019
Yi Wang, Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau

* 6 pages 

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Bridging Commonsense Reasoning and Probabilistic Planning via a Probabilistic Action Language

Jul 31, 2019
Yi Wang, Shiqi Zhang, Joohyung Lee

* Paper presented at the 35th International Conference on Logic Programming (ICLP 2019), Las Cruces, New Mexico, USA, 20-25 September 2019, 16 pages. arXiv admin note: text overlap with arXiv:1904.00512 

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Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

Jul 03, 2019
Yi Wang, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang, Dong Ni

* 11 pages, 10 figures, 2 tables. Accepted by IEEE transactions on Medical Imaging 

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Fully Decoupled Neural Network Learning Using Delayed Gradients

Jun 21, 2019
Huiping Zhuang, Yi Wang, Qinglai Liu, Zhiping Lin


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Elaboration Tolerant Representation of Markov Decision Process via Decision-Theoretic Extension of Probabilistic Action Language pBC+

Apr 01, 2019
Yi Wang, Joohyung Lee

* 13 pages, to appear in LPNMR 2019 

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Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation

Dec 14, 2018
Xin Yang, Na Wang, Yi Wang, Xu Wang, Reza Nezafat, Dong Ni, Pheng-Ann Heng

* 9 pages, 4 figures. MICCAI Workshop on STACOM 2018 

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Understanding and Comparing Scalable Gaussian Process Regression for Big Data

Nov 03, 2018
Haitao Liu, Jianfei Cai, Yew-Soon Ong, Yi Wang

* 25 pages, 15 figures, preprint submitted to KBS 

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Image Inpainting via Generative Multi-column Convolutional Neural Networks

Oct 20, 2018
Yi Wang, Xin Tao, Xiaojuan Qi, Xiaoyong Shen, Jiaya Jia

* Accepted in NIPS 2018 

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Weight Learning in a Probabilistic Extension of Answer Set Programs

Oct 09, 2018
Joohyung Lee, Yi Wang

* Technical Report of the paper to appear in 16th International Conference on Principles of Knowledge Representation and Reasoning 

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A Probabilistic Extension of Action Language BC+

Aug 03, 2018
Joohyung Lee, Yi Wang

* Paper presented at the 34nd International Conference on Logic Programming (ICLP 2018), Oxford, UK, July 14 to July 17, 2018 18 pages, LaTeX, 1 PDF figures (arXiv:YYMM.NNNNN) 

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Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression

Jun 03, 2018
Haitao Liu, Jianfei Cai, Yi Wang, Yew-Soon Ong

* paper + supplementary material, appears in Proceedings of ICML 2018 

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