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Collaborative Fairness in Federated Learning

Aug 28, 2020
Lingjuan Lyu, Xinyi Xu, Qian Wang

* accepted to FL-IJCAI'20 workshop 

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Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery

Aug 03, 2020
Qian Wang, Neelanjan Bhowmik, Toby P. Breckon

* Durham University 

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Generalized Zero-Shot Domain Adaptation via Coupled Conditional Variational Autoencoders

Aug 03, 2020
Qian Wang, Toby P. Breckon

* Durham University 

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Learning Error-Driven Curriculum for Crowd Counting

Jul 19, 2020
Wenxi Li, Zhuoqun Cao, Qian Wang, Songjian Chen, Rui Feng

* This paper is accepted by ICPR2020 

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mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography

May 25, 2020
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Xuhua Ren, Zhong Xue, Qian Wang, Jie-Zhi Cheng


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Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia

May 20, 2020
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen

* accepted by IEEE Transactions on Medical Imaging, 2020 

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An Auto-Context Deformable Registration Network for Infant Brain MRI

May 19, 2020
Dongming Wei, Sahar Ahmad, Yunzhi Huang, Lei Ma, Qian Wang, Pew-Thian Yap, Dinggang Shen


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A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency

May 19, 2020
Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Lichi Zhang, Qian Wang


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Cross-Domain Structure Preserving Projection for Heterogeneous Domain Adaptation

Apr 26, 2020
Qian Wang, Toby P. Breckon

* Technical Report 

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Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19

Apr 07, 2020
Feng Shi, Jun Wang, Jun Shi, Ziyan Wu, Qian Wang, Zhenyu Tang, Kelei He, Yinghuan Shi, Dinggang Shen

* Added journal submission info 

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On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery

Mar 27, 2020
Qian Wang, Neelanjan Bhowmik, Toby P. Breckon

* Accepted to IJCNN 2020 

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A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Mar 27, 2020
Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Xiaoyan Li, Qian Wang, Tao Jiang


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A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

Feb 28, 2020
Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim

* 10 pages, 8 figures, Conference on Computer Vision and Pattern Recognition (CVPR) 2020 

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A Reference Architecture for Plausible Threat Image Projection (TIP) Within 3D X-ray Computed Tomography Volumes

Jan 15, 2020
Qian Wang, Najla Megherbi, Toby P. Breckon

* Technical Report, Durham University 

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Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention

Jan 12, 2020
Xuhua Ren, Jiayu Huo, Kai Xuan, Dongming Wei, Lichi Zhang, Qian Wang

* ISBI 2020 

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Segmentation Guided Attention Network for Crowd Counting via Curriculum Learning

Nov 18, 2019
Qian Wang, Toby P. Breckon

* Technical Report, Durham University 

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Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

Nov 18, 2019
Qian Wang, Toby P. Breckon

* Accepted to AAAI 2020 

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Shielding Collaborative Learning: Mitigating Poisoning Attacks through Client-Side Detection

Oct 29, 2019
Lingchen Zhao, Shengshan Hu, Qian Wang, Jianlin Jiang, Chao Shen, Xiangyang Luo


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An End-to-End Network for Co-Saliency Detection in One Single Image

Oct 25, 2019
Yuanhao Yue, Qin Zou, Hongkai Yu, Qian Wang, Song Wang


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The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery

Sep 25, 2019
Neelanjan Bhowmik, Qian Wang, Yona Falinie A. Gaus, Marcin Szarek, Toby P. Breckon

* In Proc. British Machine Vision Conference Workshops, BMVA, 2019 

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NCLS: Neural Cross-Lingual Summarization

Aug 31, 2019
Junnan Zhu, Qian Wang, Yining Wang, Yu Zhou, Jiajun Zhang, Shaonan Wang, Chengqing Zong

* Accepted to EMNLP-IJCNLP 2019 

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advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns

Aug 28, 2019
Zhibo Wang, Siyan Zheng, Mengkai Song, Qian Wang, Alireza Rahimpour, Hairong Qi

* 10 pages, 6 figures, Accepted by ICCV 2019 

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Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors

Jul 30, 2019
Dongming Wei, Sahar Ahmad, Jiayu Huo, Wen Peng, Yunhao Ge, Zhong Xue, Pew-Thian Yap, Wentao Li, Dinggang Shen, Qian Wang

* Accepted in MICCAI 2019 

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Dual Adversarial Learning with Attention Mechanism for Fine-grained Medical Image Synthesis

Jul 07, 2019
Dong Nie, Lei Xiang, Qian Wang, Dinggang Shen


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Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization

Jun 25, 2019
Xuhua Ren, Lichi Zhang, Qian Wang, Dinggang Shen


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DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT

May 24, 2019
Weiwen Wu, Haijun Yu, Peijun Chen, Fulin Luo, Fenglin Liu, Qian Wang, Yining Zhu, Yanbo Zhang, Jian Feng, Hengyong Yu


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Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation

May 21, 2019
Xuhua Ren, Lichi Zhang, Sahar Ahmad, Dong Nie, Fan Yang, Lei Xiang, Qian Wang, Dinggang Shen

* IEEE Transactions on Medical Imaging 

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