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Xiaohui Shen
Unsupervised Real-world Low-light Image Enhancement with Decoupled Networks

May 06, 2020
Wei Xiong, Ding Liu, Xiaohui Shen, Chen Fang, Jiebo Luo

* 17 pages 
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Human Motion Transfer from Poses in the Wild

Apr 07, 2020
Jian Ren, Menglei Chai, Sergey Tulyakov, Chen Fang, Xiaohui Shen, Jianchao Yang


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Anatomy-aware 3D Human Pose Estimation in Videos

Mar 17, 2020
Tianlang Chen, Chen Fang, Xiaohui Shen, Yiheng Zhu, Zhili Chen, Jiebo Luo

* Our code is available at https://github.com/sunnychencool/Anatomy3D 
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EnlightenGAN: Deep Light Enhancement without Paired Supervision

Jun 17, 2019
Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang


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Fashion Editing with Multi-scale Attention Normalization

Jun 03, 2019
Haoye Dong, Xiaodan Liang, Yixuan Zhang, Xujie Zhang, Zhenyu Xie, Bowen Wu, Ziqi Zhang, Xiaohui Shen, Jian Yin

* 22 pages, 18 figures 
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Graphonomy: Universal Human Parsing via Graph Transfer Learning

Apr 09, 2019
Ke Gong, Yiming Gao, Xiaodan Liang, Xiaohui Shen, Meng Wang, Liang Lin

* Accepted to CVPR 2019. The Code is available at https://github.com/Gaoyiminggithub/Graphonomy 
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Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses

Apr 01, 2019
Yingwei Li, Song Bai, Cihang Xie, Zhenyu Liao, Xiaohui Shen, Alan L. Yuille

* The code is available here: https://github.com/LiYingwei/Regional-Homogeneity 
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DeepLens: Shallow Depth Of Field From A Single Image

Oct 18, 2018
Lijun Wang, Xiaohui Shen, Jianming Zhang, Oliver Wang, Zhe Lin, Chih-Yao Hsieh, Sarah Kong, Huchuan Lu

* 11 pages, 15 figures, accepted by SIGGRAPH Asia 2018, low-resolution version 
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A Modulation Module for Multi-task Learning with Applications in Image Retrieval

Sep 05, 2018
Xiangyun Zhao, Haoxiang Li, Xiaohui Shen, Xiaodan Liang, Ying Wu

* To appear in ECCV 2018 
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Concept Mask: Large-Scale Segmentation from Semantic Concepts

Aug 18, 2018
Yufei Wang, Zhe Lin, Xiaohui Shen, Jianming Zhang, Scott Cohen

* Accepted to ECCV18 
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Progressive Attention Networks for Visual Attribute Prediction

Aug 06, 2018
Paul Hongsuck Seo, Zhe Lin, Scott Cohen, Xiaohui Shen, Bohyung Han

* BMVC 2018 accepted paper 
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Free-Form Image Inpainting with Gated Convolution

Jun 10, 2018
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang

* tech report 
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Towards Interpretable Face Recognition

May 02, 2018
Bangjie Yin, Luan Tran, Haoxiang Li, Xiaohui Shen, Xiaoming Liu

* 16 pages, 10 figures, 6 tables, ECCV 2018 under review 
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Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark

Apr 05, 2018
Xiaodan Liang, Ke Gong, Xiaohui Shen, Liang Lin

* We proposed the most comprehensive dataset around the world for human-centric analysis! (Accepted By T-PAMI 2018) The dataset, code and models are available at http://www.sysu-hcp.net/lip/ . arXiv admin note: substantial text overlap with arXiv:1703.05446 
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MAttNet: Modular Attention Network for Referring Expression Comprehension

Mar 27, 2018
Licheng Yu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Mohit Bansal, Tamara L. Berg

* Equation of word attention fixed; MAttNet+Grabcut results added 
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Generative Image Inpainting with Contextual Attention

Mar 21, 2018
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang

* Accepted in CVPR 2018; add CelebA-HQ results; open sourced; interactive demo available: http://jhyu.me/demo 
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Learning to Detect Multiple Photographic Defects

Mar 08, 2018
Ning Yu, Xiaohui Shen, Zhe Lin, Radomir Mech, Connelly Barnes

* Accepted to WACV'18 
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Learning to Segment Human by Watching YouTube

Feb 28, 2018
Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

* 10.1109/TPAMI.2016.2598340 
 * Very-weakly supervised learning framework. New state-of-the-art performance on the human segmentation task! (Published in T-PAMI 2017) 
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Learning to Predict Indoor Illumination from a Single Image

Nov 21, 2017
Marc-André Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde


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Predicting Scene Parsing and Motion Dynamics in the Future

Nov 09, 2017
Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan

* To appear in NIPS 2017 
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Scene Parsing with Global Context Embedding

Oct 20, 2017
Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang

* Accepted in ICCV'17. Code available at https://github.com/hfslyc/GCPNet 
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FoveaNet: Perspective-aware Urban Scene Parsing

Aug 08, 2017
Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng


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Recurrent Multimodal Interaction for Referring Image Segmentation

Aug 04, 2017
Chenxi Liu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Alan Yuille

* To appear in ICCV 2017. See http://www.cs.jhu.edu/~cxliu/ for code and supplementary material 
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Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing

Jul 28, 2017
Ke Gong, Xiaodan Liang, Dongyu Zhang, Xiaohui Shen, Liang Lin

* Accepted to appear in CVPR 2017 
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Recognizing and Curating Photo Albums via Event-Specific Image Importance

Jul 19, 2017
Yufei Wang, Zhe Lin, Xiaohui Shen, Radomir Mech, Gavin Miller, Garrison W. Cottrell

* Accepted as oral in BMVC 2017 
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Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition

Apr 23, 2017
Yufei Wang, Zhe Lin, Xiaohui Shen, Scott Cohen, Garrison W. Cottrell

* Accepted by CVPR 2017 
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Interpretable Structure-Evolving LSTM

Mar 08, 2017
Xiaodan Liang, Liang Lin, Xiaohui Shen, Jiashi Feng, Shuicheng Yan, Eric P. Xing

* To appear in CVPR 2017 as a spotlight paper 
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Deep Image Harmonization

Feb 28, 2017
Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang


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