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Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective


Jun 16, 2021
Yueyu Hu, Wenhan Yang, Haofeng Huang, Jiaying Liu


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HLA-Face: Joint High-Low Adaptation for Low Light Face Detection


Apr 05, 2021
Wenjing Wang, Wenhan Yang, Jiaying Liu

* Accepted to CVPR 2021 

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Camera Invariant Feature Learning for Generalized Face Anti-spoofing


Jan 25, 2021
Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong


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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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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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Learning End-to-End Lossy Image Compression: A Benchmark


Feb 19, 2020
Yueyu Hu, Wenhan Yang, Zhan Ma, Jiaying Liu

* https://huzi96.github.io/compression-bench.html 

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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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Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering


Jan 21, 2020
Dezhao Wang, Sifeng Xia, Wenhan Yang, Jiaying Liu

* https://dezhao-wang.github.io/PRN-v2/ 

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Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics


Jan 13, 2020
Ling-Yu Duan, Jiaying Liu, Wenhan Yang, Tiejun Huang, Wen Gao


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Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach


Jan 10, 2020
Yueyu Hu, Shuai Yang, Wenhan Yang, Ling-Yu Duan, Jiaying Liu

* Project page: https://williamyang1991.github.io/projects/VCM-Face/ 

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An Emerging Coding Paradigm VCM: A Scalable Coding Approach Beyond Feature and Signal


Jan 09, 2020
Sifeng Xia, Kunchangtai Liang, Wenhan Yang, Ling-Yu Duan, Jiaying Liu


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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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A Comprehensive Benchmark for Single Image Compression Artifacts Reduction


Sep 09, 2019
Jiaying Liu, Dong Liu, Wenhan Yang, Sifeng Xia, Xiaoshuai Zhang, Yuanying Dai

* https://flyywh.github.io/LIU4K_Website/ 

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Unsupervised Image Noise Modeling with Self-Consistent GAN


Jun 13, 2019
Hanshu Yan, Vincent Tan, Wenhan Yang, Jiashi Feng


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Deep Reference Generation with Multi-Domain Hierarchical Constraints for Inter Prediction


May 16, 2019
Jiaying Liu, Sifeng Xia, Wenhan Yang


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UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments


Apr 09, 2019
Ye Yuan, Wenhan Yang, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang

* A summary paper on datasets, fact sheets and baseline results in UG$^{2+}$ Challenge (Track 2). More materials are provided in http://www.ug2challenge.org/index.html 

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Bridging the Gap Between Computational Photography and Visual Recognition


Jan 28, 2019
Rosaura G. VidalMata, Sreya Banerjee, Brandon RichardWebster, Michael Albright, Pedro Davalos, Scott McCloskey, Ben Miller, Asong Tambo, Sushobhan Ghosh, Sudarshan Nagesh, Ye Yuan, Yueyu Hu, Junru Wu, Wenhan Yang, Xiaoshuai Zhang, Jiaying Liu, Zhangyang Wang, Hwann-Tzong Chen, Tzu-Wei Huang, Wen-Chi Chin, Yi-Chun Li, Mahmoud Lababidi, Charles Otto, Walter J. Scheirer

* CVPR Prize Challenge: www.ug2challenge.org 

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Context-Aware Text-Based Binary Image Stylization and Synthesis


Oct 09, 2018
Shuai Yang, Jiaying Liu, Wenhan Yang, Zongming Guo

* Accepted by IEEE Trans. on Image Processing. Project page: http://www.icst.pku.edu.cn/struct/Projects/UTS.html 

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Deep Retinex Decomposition for Low-Light Enhancement


Aug 14, 2018
Chen Wei, Wenjing Wang, Wenhan Yang, Jiaying Liu

* BMVC 2018(Oral). Dataset and Project page: https://daooshee.github.io/BMVC2018website/ 

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Progressive Spatial Recurrent Neural Network for Intra Prediction


Jul 06, 2018
Yueyu Hu, Wenhan Yang, Mading Li, Jiaying Liu


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Dual Recovery Network with Online Compensation for Image Super-Resolution


Jun 18, 2018
Sifeng Xia, Wenhan Yang, Jiaying Liu, Zongming Guo

* ISCAS 2018 

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DMCNN: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal


Jun 11, 2018
Xiaoshuai Zhang, Wenhan Yang, Yueyu Hu, Jiaying Liu

* To appear in IEEE ICIP 2018 

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Attentive Generative Adversarial Network for Raindrop Removal from a Single Image


May 06, 2018
Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, Jiaying Liu

* CVPR2018 Spotlight 

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Deep Joint Rain Detection and Removal from a Single Image


Mar 13, 2017
Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan

* Preliminary version to appear in CVPR2017 

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Robust LSTM-Autoencoders for Face De-Occlusion in the Wild


Dec 27, 2016
Fang Zhao, Jiashi Feng, Jian Zhao, Wenhan Yang, Shuicheng Yan


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