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QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval


Mar 23, 2021
Xiaodan Li, Jinfeng Li, Yuefeng Chen, Shaokai Ye, Yuan He, Shuhui Wang, Hang Su, Hui Xue


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Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain


Mar 10, 2021
Honggu Liu, Xiaodan Li, Wenbo Zhou, Yuefeng Chen, Yuan He, Hui Xue, Weiming Zhang, Nenghai Yu

* Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 

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Enhancing Model Robustness By Incorporating Adversarial Knowledge Into Semantic Representation


Feb 23, 2021
Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji

* Accepted to ICASSP 2021. 5 pages, 3 tables, 5 figures 

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The Open Brands Dataset: Unified brand detection and recognition at scale


Dec 14, 2020
Xuan Jin, Wei Su, Rong Zhang, Yuan He, Hui Xue

* ICASSP2020 

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Composite Adversarial Attacks


Dec 10, 2020
Xiaofeng Mao, Yuefeng Chen, Shuhui Wang, Hang Su, Yuan He, Hui Xue

* To appear in AAAI 2021, code will be released later 

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Landmark detection in Cardiac Magnetic Resonance Imaging Using A Convolutional Neural Network


Aug 14, 2020
Hui Xue, Jessica Artico, Marianna Fontana, James C Moon, Rhodri H Davies, Peter Kellman


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Sharp Multiple Instance Learning for DeepFake Video Detection


Aug 11, 2020
Xiaodan Li, Yining Lang, Yuefeng Chen, Xiaofeng Mao, Yuan He, Shuhui Wang, Hui Xue, Quan Lu

* Proceedings of the 28th ACM International Conference on Multimedia, 2020 
* Accepted at ACM MM 2020. 11 pages, 8 figures, with appendix 

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MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks


Jul 03, 2020
Yusi Zhang, Chuanjie Liu, Angen Luo, Hui Xue, Xuan Shan, Yuxiang Luo, Yiqian Xia, Yuanchi Yan, Haidong Wang


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GAP++: Learning to generate target-conditioned adversarial examples


Jun 09, 2020
Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Yuan He, Hui Xue

* Accepted to IJCAI 2019 AIBS Workshop 

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Weakly Supervised Lesion Localization With Probabilistic-CAM Pooling


May 29, 2020
Wenwu Ye, Jin Yao, Hui Xue, Yi Li


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Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network


Feb 07, 2020
Zhe Ma, Jianfeng Dong, Yao Zhang, Zhongzi Long, Yuan He, Hui Xue, Shouling Ji

* 16 pages, 13 figutes. Accepted by AAAI 2020. Code and data are available at https://github.com/Maryeon/asen 

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Deeper Insights into Weight Sharing in Neural Architecture Search


Jan 06, 2020
Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang


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Class Regularization: Improve Few-shot Image Classification by Reducing Meta Shift


Dec 18, 2019
Da Chen, Feng Mao, Mingli Song, Yuan He, Xiang Wu, Jinqiao Wang, Wenbin Li, Yongliang Yang, Hui Xue


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AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients


Nov 29, 2019
Xiaodan Li, Yuefeng Chen, Yuan He, Hui Xue

* Submitted to ICASSP 2020, Implementation https://github.com/fiona-lxd/AdvKnn 

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Learning To Characterize Adversarial Subspaces


Nov 15, 2019
Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Yuan He, Hui Xue

* Submitted to ICASSP 2020 

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Self-supervised Adversarial Training


Nov 15, 2019
Kejiang Chen, Hang Zhou, Yuefeng Chen, Xiaofeng Mao, Yuhong Li, Yuan He, Hui Xue, Weiming Zhang, Nenghai Yu

* Submitted to ICASSP 2020 

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Self-Supervised Learning For Few-Shot Image Classification


Nov 14, 2019
Da Chen, Yuefeng Chen, Yuhong Li, Feng Mao, Yuan He, Hui Xue

* Submitted to ICASSP 2020, Implementation https://github.com/phecy/ssl-few-shot 

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Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning


Nov 02, 2019
Hui Xue, Rhodri Davies, Louis AE Brown, Kristopher D Knott, Tushar Kotecha, Marianna Fontana, Sven Plein, James C Moon, Peter Kellman

* Submitted to Journal of Cardiovascular Magnetic Resonance for the consideration of publication 

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An Anatomy of Graph Neural Networks Going Deep via the Lens of Mutual Information: Exponential Decay vs. Full Preservation


Oct 22, 2019
Nezihe Merve Gürel, Hansheng Ren, Yujing Wang, Hui Xue, Yaming Yang, Ce Zhang

* 19 pages, 6 figures, 6 tables 

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Automated Detection of Left Ventricle in Arterial Input Function Images for Inline Perfusion Mapping using Deep Learning: A study of 15,000 Patients


Oct 16, 2019
Hui Xue, Ethan Tseng, Kristopher D Knott, Tushar Kotecha, Louise Brown, Sven Plein, Marianna Fontana, James C Moon, Peter Kellman

* Submitted to Magnetic Resonance in Medicine 

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Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network


Jun 02, 2019
Feng Mao, Xiang Wu, Hui Xue, Rong Zhang

* ECCV 2018 Workshops pp 262-270 
* ECCV 2018 

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Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks


Mar 18, 2019
Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Tao Xiong, Yuan He, Hui Xue

* To appear at ICASSP 2019. Implementation: https://github.com/vtddggg/BilinearGAN_for_LBIE 

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Deep Features Analysis with Attention Networks


Jan 20, 2019
Shipeng Xie, Da Chen, Rong Zhang, Hui Xue

* In AAAI-19 Workshop on Network Interpretability for Deep Learning 

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LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks


Nov 13, 2015
Steven C. H. Hoi, Xiongwei Wu, Hantang Liu, Yue Wu, Huiqiong Wang, Hui Xue, Qiang Wu

* 15 pages 

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