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Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations

Oct 11, 2021
Jiayao Zhang, Hua Wang, Weijie J. Su

* Accepted to NeurIPS 2021 

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Angle Estimation for Terahertz Ultra-Massive MIMO-Based Space-to-Air Communications

Aug 02, 2021
Anwen Liao, Zhen Gao, Yang Yang, Ha H. Nguyen, Hua Wang, Hao Yin

* Accepted by IEEE/CIC International Conference on Communications in China. arXiv admin note: text overlap with arXiv:2103.01829 

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On the Convergence of Deep Learning with Differential Privacy

Jun 15, 2021
Zhiqi Bu, Hua Wang, Qi Long, Weijie J. Su

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Exact Sparse Orthogonal Dictionary Learning

Mar 20, 2021
Kai Liu, Yongjian Zhao, Hua Wang

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Terahertz Ultra-Massive MIMO-Based Aeronautical Communications in Space-Air-Ground Integrated Networks

Mar 03, 2021
Anwen Liao, Zhen Gao, Dongming Wang, Hua Wang, Hao Yin, Derrick Wing Kwan Ng, Mohamed-Slim Alouini

* 26 pages, 20 figures, accepted by IEEE Journal on Selected Areas in Communications 

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Residual Network Based Direct Synthesis of EM Structures: A Study on One-to-One Transformers

Aug 25, 2020
David Munzer, Siawpeng Er, Minshuo Chen, Yan Li, Naga S. Mannem, Tuo Zhao, Hua Wang

* IEEE Radio Frequency Integrated Circuits Symposium (RFIC) 2020 

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Exploiting Review Neighbors for Contextualized Helpfulness Prediction

Jun 17, 2020
Jiahua Du, Jia Rong, Hua Wang, Yanchun Zhang

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NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results

May 06, 2020
Dario Fuoli, Zhiwu Huang, Martin Danelljan, Radu Timofte, Hua Wang, Longcun Jin, Dewei Su, Jing Liu, Jaehoon Lee, Michal Kudelski, Lukasz Bala, Dmitry Hrybov, Marcin Mozejko, Muchen Li, Siyao Li, Bo Pang, Cewu Lu, Chao Li, Dongliang He, Fu Li, Shilei Wen

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 

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Reversible Adversarial Example based on Reversible Image Transformation

Dec 05, 2019
Zhaoxia Yin, Hua Wang, Weiming Zhang

* The literature survey is inadequate, need a more comprehensive literature review 

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Reversible Adversarial Examples based on Reversible Image Transformation

Nov 19, 2019
Hua Wang, Zhaoxia Yin

* The literature survey is inadequate, need a more comprehensive literature review 

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Deformable Non-local Network For Video Super-Resolution

Sep 24, 2019
Hua Wang, Dewei Su, Longcun Jin, Chuangchuang Liu

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Robust Linear Discriminant Analysis Using Ratio Minimization of L1,2-Norms

Jun 29, 2019
Feiping Nie, Hua Wang, Zheng Wang, Heng Huang

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War: Detecting adversarial examples by pre-processing input data

May 15, 2019
Hua Wang, Jie Wang, Zhaoxia Yin

* in Chinese 

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Spherical Principal Component Analysis

Mar 16, 2019
Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang

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Deep attention-guided fusion network for lesion segmentation

Jul 25, 2018
Hengliang Zhu, Yangyang Hao, Lizhuang Ma, Ruixing Li, Hua Wang

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Deep Residual Text Detection Network for Scene Text

Nov 11, 2017
Xiangyu Zhu, Yingying Jiang, Shuli Yang, Xiaobing Wang, Wei Li, Pei Fu, Hua Wang, Zhenbo Luo

* IAPR International Conference on Document Analysis and Recognition (ICDAR) 2017 

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R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection

Jun 30, 2017
Yingying Jiang, Xiangyu Zhu, Xiaobing Wang, Shuli Yang, Wei Li, Hua Wang, Pei Fu, Zhenbo Luo

* 8 pages, 6 figures, 3 tables 

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Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks

May 07, 2017
Yifan Liu, Zengchang Qin, Zhenbo Luo, Hua Wang

* 12 pages, 7 figures 

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Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams

Jul 20, 2016
Jiangang Ma, Le Sun, Hua Wang, Yanchun Zhang, Uwe Aickelin

* ACM Transactions on Internet Technology (TOIT), 16 (1 (4)), 2016 

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Enforcing Template Representability and Temporal Consistency for Adaptive Sparse Tracking

Apr 30, 2016
Xue Yang, Fei Han, Hua Wang, Hao Zhang

* 8 pages. It has been accepted for publication in 25th International Joint Conference on Artificial Intelligence (IJCAI-16) 

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