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Multi-Modal Active Learning for Automatic Liver Fibrosis Diagnosis based on Ultrasound Shear Wave Elastography

Nov 02, 2020
Lufei Gao, Ruisong Zhou, Changfeng Dong, Cheng Feng, Zhen Li, Xiang Wan, Li Liu


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Where to Look and How to Describe: Fashion Image Retrieval with an Attentional Heterogeneous Bilinear Network

Oct 26, 2020
Haibo Su, Peng Wang, Lingqiao Liu, Hui Li, Zhen Li, Yanning Zhang

* 11 pages, 8 figures 

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MedDG: A Large-scale Medical Consultation Dataset for Building Medical Dialogue System

Oct 15, 2020
Wenge Liu, Jianheng Tang, Jinghui Qin, Lin Xu, Zhen Li, Xiaodan Liang

* Data and code are available at https://github.com/lwgkzl/MedDG 

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UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation

Sep 16, 2020
Yuanfeng Ji, Ruimao Zhang, Zhen Li, Jiamin Ren, Shaoting Zhang, Ping Luo


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Ultrasound Liver Fibrosis Diagnosis using Multi-indicator guided Deep Neural Networks

Sep 10, 2020
Jiali Liu, Wenxuan Wang, Tianyao Guan, Ningbo Zhao, Xiaoguang Han, Zhen Li

* Machine Learning in Medical Imaging 2019 
* Jiali Liu and Wenxuan Wang are equal contribution 

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Diagnosing Concept Drift with Visual Analytics

Jul 29, 2020
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu

* 10 pages + 2 pages reference, 8 figures, VAST 2020 

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Diagnosing Concept Drift in Streaming Data

Jul 28, 2020
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu

* 10 pages, 8 figures, VAST 2020 

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IllumiNet: Transferring Illumination from Planar Surfaces to Virtual Objects in Augmented Reality

Jul 12, 2020
Di Xu, Zhen Li, Yanning Zhang, Qi Cao


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Interactive Knowledge Distillation

Jul 03, 2020
Shipeng Fu, Zhen Li, Jun Xu, Ming-Ming Cheng, Gwanggil Jeon, Xiaomin Yang


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A Robust Attentional Framework for License Plate Recognition in the Wild

Jun 09, 2020
Linjiang Zhang, Peng Wang, Hui Li, Zhen Li, Chunhua Shen, Yanning Zhang


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Exemplar Normalization for Learning Deep Representation

Mar 20, 2020
Ruimao Zhang, Zhanglin Peng, Lingyun Wu, Zhen Li, Ping Luo

* Accepted by CVPR2020, normalization methods, image classification 

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PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling

Mar 10, 2020
Xu Yan, Chaoda Zheng, Zhen Li, Sheng Wang, Shuguang Cui

* To appear in CVPR 2020. Also seen in http://kaldir.vc.in.tum.de/scannet_benchmark/ 

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Unifying Specialist Image Embedding into Universal Image Embedding

Mar 08, 2020
Yang Feng, Futang Peng, Xu Zhang, Wei Zhu, Shanfeng Zhang, Howard Zhou, Zhen Li, Tom Duerig, Shih-Fu Chang, Jiebo Luo


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Automated classification of stems and leaves of potted plants based on point cloud data

Feb 28, 2020
Zichu Liu, Qing Zhang, Pei Wang, Zhen Li, Huiru Wang

* 31 pages,15 figures, 8 tables 

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BARNet: Bilinear Attention Network with Adaptive Receptive Field for Surgical Instrument Segmentation

Jan 20, 2020
Zhen-Liang Ni, Gui-Bin Bian, Guan-An Wang, Xiao-Hu Zhou, Zeng-Guang Hou, Xiao-Liang Xie, Zhen Li, Yu-Han Wang


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Design and Control of a Variable Aerial Cable Towed System

Jan 08, 2020
Zhen Li, Julian Erskine, Stéphane Caro, Abdelhamid Chriette

* IEEE Robotics and Automation Letters, IEEE In press 

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$μ$VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection

Jan 08, 2020
Deqing Zou, Sujuan Wang, Shouhuai Xu, Zhen Li, Hai Jin

* To be published in IEEE Transactions on Dependable and Secure Computing 

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Progressive Learning Algorithm for Efficient Person Re-Identification

Dec 16, 2019
Zhen Li, Hanyang Shao, Nian Xue, Liang Niu, LiangLiang Cao

* 11 pages 

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Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments

Oct 24, 2019
Zhen-Liang Ni, Gui-Bin Bian, Zeng-Guang Hou, Xiao-Hu Zhou, Xiao-Liang Xie, Zhen Li


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RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments

Oct 02, 2019
Zhen-Liang Ni, Gui-Bin Bian, Xiao-Hu Zhou, Zeng-Guang Hou, Xiao-Liang Xie, Chen Wang, Yan-Jie Zhou, Rui-Qi Li, Zhen Li

* Accepted by the 26th International Conference on Neural Information Processing (ICONIP2019). arXiv admin note: cs.CV => eess.IV cs.CV 

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PPINN: Parareal Physics-Informed Neural Network for time-dependent PDEs

Sep 23, 2019
Xuhui Meng, Zhen Li, Dongkun Zhang, George Em Karniadakis

* 17 pages, 7 figures, 5 tables 

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Semi-Supervised Video Salient Object Detection Using Pseudo-Labels

Aug 12, 2019
Pengxiang Yan, Guanbin Li, Yuan Xie, Zhen Li, Chuan Wang, Tianshui Chen, Liang Lin

* Accepted by ICCV 2019 

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Convergence Rates of Posterior Distributions in Markov Decision Process

Jul 22, 2019
Zhen Li, Eric Laber


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Gated Multiple Feedback Network for Image Super-Resolution

Jul 10, 2019
Qilei Li, Zhen Li, Lu Lu, Gwanggil Jeon, Kai Liu, Xiaomin Yang

* Accepted to BMVC2019 

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Efficient hinging hyperplanes neural network and its application in nonlinear system identification

May 15, 2019
Jun Xu, Qinghua Tao, Zhen Li, Xiangming Xi, Johan A. K. Suykens, Shuning Wang

* submitted to Automatica 

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