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Federated Learning Meets Natural Language Processing: A Survey


Jul 27, 2021
Ming Liu, Stella Ho, Mengqi Wang, Longxiang Gao, Yuan Jin, He Zhang

* 19 pages 

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DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Rendering


Jun 08, 2021
Ruizhi Shao, Hongwen Zhang, He Zhang, Yanpei Cao, Tao Yu, Yebin Liu


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Error Bounds of the Invariant Statistics in Machine Learning of Ergodic It么 Diffusions


May 24, 2021
He Zhang, John Harlim, Xiantao Li

* 34 pages 

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A Driving Behavior Recognition Model with Bi-LSTM and Multi-Scale CNN


Mar 01, 2021
He Zhang, Zhixiong Nan, Tao Yang, Yifan Liu, Nanning Zheng

* 6 pages, 5 figures 

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Robust and Efficient Single-Pixel Image Classificationwith Nonlinear Optics


Jan 27, 2021
Santosh Kumar, Ting Bu, He Zhang, Irwin Huang, Yuping Huang

* 5 pages, 5 figures 

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Meticulous Object Segmentation


Dec 13, 2020
Chenglin Yang, Yilin Wang, Jianming Zhang, He Zhang, Zhe Lin, Alan Yuille


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Mask Guided Matting via Progressive Refinement Network


Dec 12, 2020
Qihang Yu, Jianming Zhang, He Zhang, Yilin Wang, Zhe Lin, Ning Xu, Yutong Bai, Alan Yuille


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Uncertainty Quantification in Deep Learning through Stochastic Maximum Principle


Nov 28, 2020
Richard Archibald, Feng Bao, Yanzhao Cao, He Zhang


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Deep Image Compositing


Nov 04, 2020
He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel

* WACV-2021. A better portrait segmentation technology has been shipped in Photoshop 2020. Check this out if you are not sure how to use it. https://www.youtube.com/watch?v=v_kitSYKr3s&t=138s 

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Synergy between Machine/Deep Learning and Software Engineering: How Far Are We?


Aug 12, 2020
Simin Wang, Liguo Huang, Jidong Ge, Tengfei Zhang, Haitao Feng, Ming Li, He Zhang, Vincent Ng


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SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression


Jul 20, 2020
Jinming Zhao, Ming Liu, Longxiang Gao, Yuan Jin, Lan Du, He Zhao, He Zhang, Gholamreza Haffari

* accepted to SIGIR 2020 

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Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism


Jul 06, 2020
Tao Yang, Zhixiong Nan, He Zhang, Shitao Chen, Nanning Zheng


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FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing


Jan 20, 2020
Yu Dong, Yihao Liu, He Zhang, Shifeng Chen, Yu Qiao

* Accepted by AAAI2020 (with supplementary files) 

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Dual affine moment invariants


Nov 19, 2019
You Hao, Hanlin Mo, Qi Li, He Zhang, Hua Li


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Convolutional Sparse Coding for Compressed Sensing CT Reconstruction


Mar 20, 2019
Peng Bao, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang, Huaiqiang Sun, Zhangyang Wang, Yi Zhang

* Accepted by IEEE TMI 

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Deep Adversarial Learning in Intrusion Detection: A Data Augmentation Enhanced Framework


Jan 27, 2019
He Zhang, Xingrui Yu, Peng Ren, Chunbo Luo, Geyong Min

* 10 pages, 4 figures 

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Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis


Jan 03, 2019
Xing Di, He Zhang, Vishal M. Patel

* This work has been accepted by the 9th IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2018) 

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Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks


Dec 12, 2018
He Zhang, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel

* Note that the extended dataset is available upon request. Researchers can contact Dr. Sean Hu from ARL at [email protected] to obtain the dataset 

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Differential and integral invariants under Mobius transformation


Aug 30, 2018
He Zhang, Hanlin Mo, You Hao, Qi Li, Hua Li


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Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results


Aug 08, 2018
Hajime Nada, Vishwanath A. Sindagi, He Zhang, Vishal M. Patel

* Accepted in BTAS'2018 

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SAR Image Despeckling Using a Convolutional Neural Network


Jun 26, 2018
Puyang Wang, He Zhang, Vishal M. Patel


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Densely Connected Pyramid Dehazing Network


Mar 22, 2018
He Zhang, Vishal M. Patel


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Density-aware Single Image De-raining using a Multi-stream Dense Network


Feb 21, 2018
He Zhang, Vishal M. Patel

* Accepted in CVPR'18 

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Fast and Efficient Calculations of Structural Invariants of Chirality


Dec 21, 2017
He Zhang, Hanlin Mo, You Hao, Shirui Li, Hua Li


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Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces


Aug 08, 2017
He Zhang, Vishal M. Patel, Benjamin S. Riggan, Shuowen Hu


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Joint Transmission Map Estimation and Dehazing using Deep Networks


Aug 02, 2017
He Zhang, Vishwanath Sindagi, Vishal M. Patel


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Sparse Representation-based Open Set Recognition


May 06, 2017
He Zhang, Vishal M. Patel


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Image De-raining Using a Conditional Generative Adversarial Network


Feb 04, 2017
He Zhang, Vishwanath Sindagi, Vishal M. Patel


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