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How to distribute data across tasks for meta-learning?


Mar 15, 2021
Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Da-shan Shiu, Alberto Bernacchia


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DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques


Feb 24, 2021
Md Mamunur Rahaman, Chen Li, Yudong Yao, Frank Kulwa, Xiangchen Wu, Xiaoyan Li, Qian Wang


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Recent Advances in Adversarial Training for Adversarial Robustness


Feb 23, 2021
Tao Bai, Jinqi Luo, Jun Zhao, Bihan Wen, Qian Wang


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Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery


Dec 21, 2020
Qian Wang, Toby P. Breckon

* 8 pages 

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Data Augmentation with norm-VAE for Unsupervised Domain Adaptation


Dec 01, 2020
Qian Wang, Fanlin Meng, Toby P. Breckon

* 12 pages 

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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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