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Detecting Backdoor in Deep Neural Networks via Intentional Adversarial Perturbations


May 29, 2021
Mingfu Xue, Yinghao Wu, Zhiyu Wu, Jian Wang, Yushu Zhang, Weiqiang Liu


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AdvParams: An Active DNN Intellectual Property Protection Technique via Adversarial Perturbation Based Parameter Encryption


May 28, 2021
Mingfu Xue, Zhiyu Wu, Jian Wang, Yushu Zhang, Weiqiang Liu


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One Shot Face Swapping on Megapixels


May 11, 2021
Yuhao Zhu, Qi Li, Jian Wang, Chengzhong Xu, Zhenan Sun


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Class-Incremental Learning for Wireless Device Identification in IoT


May 08, 2021
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song

* Accepted for publication by IEEE Internet of Things Journal 

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Estimating Egocentric 3D Human Pose in Global Space


Apr 30, 2021
Jian Wang, Lingjie Liu, Weipeng Xu, Kripasindhu Sarkar, Christian Theobalt


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Unsupervised Multi-Source Domain Adaptation for Person Re-Identification


Apr 27, 2021
Zechen Bai, Zhigang Wang, Jian Wang, Di Hu, Errui Ding

* CVPR 2021 Oral 

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Protecting the Intellectual Properties of Deep Neural Networks with an Additional Class and Steganographic Images


Apr 19, 2021
Shichang Sun, Mingfu Xue, Jian Wang, Weiqiang Liu


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XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI


Apr 18, 2021
Yirong Zhou, Chen Qian, Yi Guo, Zi Wang, Jian Wang, Biao Qu, Di Guo, Yongfu You, Xiaobo Qu


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Robust Backdoor Attacks against Deep Neural Networks in Real Physical World


Apr 15, 2021
Mingfu Xue, Can He, Shichang Sun, Jian Wang, Weiqiang Liu


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Drug Discovery Approaches using Quantum Machine Learning


Apr 01, 2021
Junde Li, Mahabubul Alam, Congzhou M Sha, Jian Wang, Nikolay V. Dokholyan, Swaroop Ghosh

* Li and Alam contributed equally to this work. arXiv admin note: text overlap with arXiv:2101.03438 

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Robust Reinforcement Learning under model misspecification


Mar 29, 2021
Lebin Yu, Jian Wang, Xudong Zhang


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Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks


Mar 22, 2021
Jian Wang, Chen Xu, Rong Li, Yiqun Ge, Jun Wang

* 14 figures, submitted to a journal for possible publication 

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ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples


Mar 02, 2021
Mingfu Xue, Shichang Sun, Can He, Yushu Zhang, Jian Wang, Weiqiang Liu


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Autonomous Navigation of an Ultrasound Probe Towards Standard Scan Planes with Deep Reinforcement Learning


Mar 01, 2021
Keyu Li, Jian Wang, Yangxin Xu, Hao Qin, Dongsheng Liu, Li Liu, Max Q. -H. Meng

* Accepted at ICRA 2021. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Learning the Update Operator for 2D/3D Image Registration


Feb 04, 2021
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier

* 7 pages, 2 figures, Accepted for Bildverarbeitung f\"ur die Medizin, 07.-09.03.2021 

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Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey


Jan 25, 2021
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song

* This paper is currently under revision 

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Adaptive Remote Sensing Image Attribute Learning for Active Object Detection


Jan 16, 2021
Nuo Xu, Chunlei Huo, Jiacheng Guo, Yiwei Liu, Jian Wang, Chunhong Pan

* Accepted in 25th International Conference on Pattern Recognition (ICPR), (Milan, Italy), January 2021 

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Distant Domain Transfer Learning for Medical Imaging


Dec 10, 2020
Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, Houbing Song


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Compressive Privatization: Sparse Distribution Estimation under Locally Differentially Privacy


Dec 03, 2020
Zhongzheng Xiong, Zengfeng Huang, Xiaojun Mao, Jian Wang, Shan Ying


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Deep Learning for Regularization Prediction in Diffeomorphic Image Registration


Nov 28, 2020
Jian Wang, Miaomiao Zhang

* 17 pages, 8 figures 

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3D Invisible Cloak


Nov 27, 2020
Mingfu Xue, Can He, Zhiyu Wu, Jian Wang, Zhe Liu, Weiqiang Liu


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Robust and Natural Physical Adversarial Examples for Object Detectors


Nov 27, 2020
Mingfu Xue, Chengxiang Yuan, Can He, Jian Wang, Weiqiang Liu


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SocialGuard: An Adversarial Example Based Privacy-Preserving Technique for Social Images


Nov 27, 2020
Mingfu Xue, Shichang Sun, Zhiyu Wu, Can He, Jian Wang, Weiqiang Liu


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Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach


Nov 22, 2020
Haizhou Shi, Dongliang Luo, Siliang Tang, Jian Wang, Yueting Zhuang


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Biomedical named entity recognition using BERT in the machine reading comprehension framework


Sep 03, 2020
Cong Sun, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang

* 8 pages, 2 figures 

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Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices


Aug 27, 2020
Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, Zhong Ming

* IEEE Internet of Things Journal, 2020 
* Accepted for publication by IEEE IoTJ on August, 2020. Data and codes are hosted at: [1] Yongxin Liu, Jian Wang, Houbing Song, Shuteng Niu, Thomas Yang, "A 24-hour signal recording dataset with labels for cybersecurity and IoT", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/gt9v-kz32. Accessed: Aug. 27, 2020 

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Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement


Jul 21, 2020
Jian Wang, Xiang Long, Yuan Gao, Errui Ding, Shilei Wen

* Accepted to ECCV2020 

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Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce


May 17, 2020
Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan

* AAAI 2020 

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DeepFLASH: An Efficient Network for Learning-based Medical Image Registration


Apr 05, 2020
Jian Wang, Miaomiao Zhang


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