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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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Towards Evidence-Based Ontology for Supporting Systematic Literature Review

Sep 22, 2016
Yueming Sun, Ye Yang, He Zhang, Wen Zhang, Qing Wang


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