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Shiqi Wang

City University of Hong Kong

Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network

Dec 30, 2020
Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong


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Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network

Dec 30, 2020
Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong


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Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment

Dec 27, 2020
Baoliang Chen, Lingyu Zhu, Guo Li, Hongfei Fan, Shiqi Wang


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Adaptive Verifiable Training Using Pairwise Class Similarity

Dec 14, 2020
Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian Molloy

* Acceped at AAAI21 

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Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers

Nov 27, 2020
Kaidi Xu, Huan Zhang, Shiqi Wang, Yihan Wang, Suman Jana, Xue Lin, Cho-Jui Hsieh


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Conceptual Compression via Deep Structure and Texture Synthesis

Nov 10, 2020
Jianhui Chang, Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Jian Zhang, Siwei Ma

* 11 pages, 9 figures 

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Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization

Oct 21, 2020
Haoliang Li, YuFei Wang, Renjie Wan, Shiqi Wang, Tie-Qiang Li, Alex C. Kot

* Accepted by NeurIPS, 2020 

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DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing

Sep 18, 2020
Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex Chichung Kot

* Accepted by IEEE Transactions on Information Forensics and Security. Code will be released soon 

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Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems

Sep 15, 2020
Haoliang Li, Yufei Wang, Xiaofei Xie, Yang Liu, Shiqi Wang, Renjie Wan, Lap-Pui Chau, Alex C. Kot

* First two authors contributed equally 

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No-reference Quality Assessment with Unsupervised Domain Adaptation

Aug 19, 2020
Baoliang Chen, Haoliang Li, Hongfei Fan, Shiqi Wang


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Towards Modality Transferable Visual Information Representation with Optimal Model Compression

Aug 13, 2020
Rongqun Lin, Linwei Zhu, Shiqi Wang, Sam Kwong

* Accepted in ACM Multimedia 2020 

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Towards Understanding Fast Adversarial Training

Jun 04, 2020
Bai Li, Shiqi Wang, Suman Jana, Lawrence Carin


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Iterative Network for Image Super-Resolution

May 20, 2020
Yuqing Liu, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, Wen Gao

* 12 pages, 14 figures 

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Comparison of Image Quality Models for Optimization of Image Processing Systems

May 05, 2020
Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli


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Image Quality Assessment: Unifying Structure and Texture Similarity

May 05, 2020
Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli


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Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression

Apr 21, 2020
Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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Towards Practical Lottery Ticket Hypothesis for Adversarial Training

Mar 06, 2020
Bai Li, Shiqi Wang, Yunhan Jia, Yantao Lu, Zhenyu Zhong, Lawrence Carin, Suman Jana


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On Pruning Adversarially Robust Neural Networks

Feb 24, 2020
Vikash Sehwag, Shiqi Wang, Prateek Mittal, Suman Jana

* 19 pages, 14 figures, 8 tables 

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ARMA Nets: Expanding Receptive Field for Dense Prediction

Feb 15, 2020
Jiahao Su, Shiqi Wang, Furong Huang


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End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement

Feb 10, 2020
Shurun Wang, Wenhan Yang, Shiqi Wang


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Single Image Deraining: From Model-Based to Data-Driven and Beyond

Dec 27, 2019
Wenhan Yang, Robby T. Tan, Shiqi Wang, Yuming Fang, Jiaying Liu

* https://flyywh.github.io/Single_rain_removal_survey/ 

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Training Robust Tree Ensembles for Security

Dec 03, 2019
Yizheng Chen, Shiqi Wang, Weifan Jiang, Asaf Cidon, Suman Jana


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Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm

Jul 31, 2019
Yihang Lou, Ling-Yu Duan, Yong Luo, Ziqian Chen, Tongliang Liu, Shiqi Wang, Wen Gao

* 6 pages, 6 figures 

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Intrinsic Image Popularity Assessment

Jul 04, 2019
Keyan Ding, Kede Ma, Shiqi Wang

* Accepted by ACM Multimedia 2019 

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Towards Compact and Robust Deep Neural Networks

Jun 14, 2019
Vikash Sehwag, Shiqi Wang, Prateek Mittal, Suman Jana

* 14 pages, 9 figures, 7 tables 

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