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InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs

May 18, 2020
Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou

* 18 pages, 18 figures, 5 tables. arXiv admin note: text overlap with arXiv:1907.10786 

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Interpreting the Latent Space of GANs for Semantic Face Editing

Jul 25, 2019
Yujun Shen, Jinjin Gu, Xiaoou Tang, Bolei Zhou

* 19 pages, 19 figures 

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Path-Restore: Learning Network Path Selection for Image Restoration

Apr 23, 2019
Ke Yu, Xintao Wang, Chao Dong, Xiaoou Tang, Chen Change Loy

* Project page: https://yuke93.github.io/Path-Restore/ 

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Switchable Whitening for Deep Representation Learning

Apr 22, 2019
Xingang Pan, Xiaohang Zhan, Jianping Shi, Xiaoou Tang, Ping Luo


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A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization

Mar 15, 2019
Tak-Wai Hui, Xiaoou Tang, Chen Change Loy

* arXiv admin note: substantial text overlap with arXiv:1805.07036 

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DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images

Jan 23, 2019
Yuying Ge, Ruimao Zhang, Lingyun Wu, Xiaogang Wang, Xiaoou Tang, Ping Luo


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Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer

Dec 05, 2018
Mengya Gao, Yujun Shen, Quanquan Li, Chen Change Loy, Xiaoou Tang

* 9 pages and 3 figures 

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FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis

Dec 04, 2018
Yujun Shen, Bolei Zhou, Ping Luo, Xiaoou Tang

* 12 pages and 6 figures 

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Deep Network Interpolation for Continuous Imagery Effect Transition

Nov 26, 2018
Xintao Wang, Ke Yu, Chao Dong, Xiaoou Tang, Chen Change Loy

* Technical report 

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ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

Sep 17, 2018
Xintao Wang, Ke Yu, Shixiang Wu, Jinjin Gu, Yihao Liu, Chao Dong, Chen Change Loy, Yu Qiao, Xiaoou Tang

* To appear in ECCV 2018 workshop. Won Region 3 in the PIRM2018-SR Challenge. Code and models are at https://github.com/xinntao/ESRGAN 

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Improving On-policy Learning with Statistical Reward Accumulation

Sep 07, 2018
Yubin Deng, Ke Yu, Dahua Lin, Xiaoou Tang, Chen Change Loy


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Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net

Jul 27, 2018
Xingang Pan, Ping Luo, Jianping Shi, Xiaoou Tang

* Accepted for publication at ECCV 2018 

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Aesthetic-Driven Image Enhancement by Adversarial Learning

Jul 02, 2018
Yubin Deng, Chen Change Loy, Xiaoou Tang


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Deep Imbalanced Learning for Face Recognition and Attribute Prediction

Jun 01, 2018
Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang

* 14 pages, 10 figures, 7 tables, In submission 

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LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation

May 18, 2018
Tak-Wai Hui, Xiaoou Tang, Chen Change Loy

* Accepted to CVPR 2018 (spotlight). Project page: http://mmlab.ie.cuhk.edu.hk/projects/LiteFlowNet/ 

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Pose-Robust Face Recognition via Deep Residual Equivariant Mapping

Mar 02, 2018
Kaidi Cao, Yu Rong, Cheng Li, Xiaoou Tang, Chen Change Loy

* Accepted to CVPR2018 

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Recurrent Scale Approximation for Object Detection in CNN

Feb 08, 2018
Yu Liu, Hongyang Li, Junjie Yan, Fangyin Wei, Xiaogang Wang, Xiaoou Tang

* Accepted in ICCV 2017 

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Mix-and-Match Tuning for Self-Supervised Semantic Segmentation

Jan 30, 2018
Xiaohang Zhan, Ziwei Liu, Ping Luo, Xiaoou Tang, Chen Change Loy

* To appear in AAAI 2018 as a spotlight paper. More details at the project page: http://mmlab.ie.cuhk.edu.hk/projects/M%26M/ 

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Spatial As Deep: Spatial CNN for Traffic Scene Understanding

Dec 17, 2017
Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, Xiaoou Tang

* To appear in AAAI 2018 

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From Facial Expression Recognition to Interpersonal Relation Prediction

Nov 06, 2017
Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang

* To appear in International Journal of Computer Vision. We release a large expression dataset (over 90,000 web images with manual annotation) and an interpersonal relation dataset. See http://mmlab.ie.cuhk.edu.hk/projects/socialrelation/ 

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Temporal Action Detection with Structured Segment Networks

Sep 18, 2017
Yue Zhao, Yuanjun Xiong, Limin Wang, Zhirong Wu, Xiaoou Tang, Dahua Lin

* To appear in ICCV2017. Code & models available at http://yjxiong.me/others/ssn 

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Faceness-Net: Face Detection through Deep Facial Part Responses

Aug 25, 2017
Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang

* Will appear in TPAMI. arXiv admin note: substantial text overlap with arXiv:1509.06451 

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Learning to Disambiguate by Asking Discriminative Questions

Aug 09, 2017
Yining Li, Chen Huang, Xiaoou Tang, Chen-Change Loy

* 14 pages, 12 figures, ICCV2017 

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Deep Learning Markov Random Field for Semantic Segmentation

Aug 08, 2017
Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang

* To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. Extended version of our previous ICCV 2015 paper (arXiv:1509.02634) 

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Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks

Aug 07, 2017
Sijie Yan, Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, Xiaoou Tang

* To appear in ACM Multimedia (ACM MM) 2017 as a full research paper. More details at the project page: http://personal.ie.cuhk.edu.hk/~lz013/projects/UnconstrainedLandmarks.html 

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Video Frame Synthesis using Deep Voxel Flow

Aug 05, 2017
Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala

* To appear in ICCV 2017 as an oral paper. More details at the project page: https://liuziwei7.github.io/projects/VoxelFlow.html 

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Video Object Segmentation with Re-identification

Aug 01, 2017
Xiaoxiao Li, Yuankai Qi, Zhe Wang, Kai Chen, Ziwei Liu, Jianping Shi, Ping Luo, Xiaoou Tang, Chen Change Loy

* Published in CVPR 2017 Workshop, DAVIS Challenge on Video Object Segmentation 2017 (Winning Entry) 

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Face Detection through Scale-Friendly Deep Convolutional Networks

Jun 09, 2017
Shuo Yang, Yuanjun Xiong, Chen Change Loy, Xiaoou Tang

* 12 pages, 10 figures 

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Temporal Segment Networks for Action Recognition in Videos

May 08, 2017
Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, Luc Van Gool

* 14 pages. An extension of submission at https://arxiv.org/abs/1608.00859 

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Residual Attention Network for Image Classification

Apr 23, 2017
Fei Wang, Mengqing Jiang, Chen Qian, Shuo Yang, Cheng Li, Honggang Zhang, Xiaogang Wang, Xiaoou Tang

* accepted to CVPR2017 

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