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Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations

Jul 09, 2020
Huaiyi Huang, Yuqi Zhang, Qingqiu Huang, Zhengkui Guo, Ziwei Liu, Dahua Lin

* To appear in ECCV 2020. Dataset is available at: https://hahehi.github.io/placepedia.html 

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Unsupervised Landmark Learning from Unpaired Data

Jun 29, 2020
Yinghao Xu, Ceyuan Yang, Ziwei Liu, Bo Dai, Bolei Zhou


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Online Deep Clustering for Unsupervised Representation Learning

Jun 18, 2020
Xiaohang Zhan, Jiahao Xie, Ziwei Liu, Yew Soon Ong, Chen Change Loy

* Accepted by CVPR 2020. Code: https://github.com/open-mmlab/OpenSelfSup 

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Knowledge Distillation Meets Self-Supervision

Jun 12, 2020
Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy

* Code is available at: https://github.com/xuguodong03/SSKD 

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MMFashion: An Open-Source Toolbox for Visual Fashion Analysis

May 19, 2020
Xin Liu, Jiancheng Li, Jiaqi Wang, Ziwei Liu

* Codes and models are available at: https://github.com/open-mmlab/mmfashion 

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Self-Supervised Scene De-occlusion

Apr 06, 2020
Xiaohang Zhan, Xingang Pan, Bo Dai, Ziwei Liu, Dahua Lin, Chen Change Loy

* Accepted to CVPR 2020 as oral. Project page: https://xiaohangzhan.github.io/projects/deocclusion/ 

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Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images

Mar 18, 2020
Hang Zhou, Jihao Liu, Ziwei Liu, Yu Liu, Xiaogang Wang

* To appear in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. Code and models are available at: https://github.com/Hangz-nju-cuhk/Rotate-and-Render 

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Learning Diverse Fashion Collocation by Neural Graph Filtering

Mar 11, 2020
Xin Liu, Yongbin Sun, Ziwei Liu, Dahua Lin


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When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks

Nov 26, 2019
Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu

* First two authors contributed equally 

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Learning to Synthesize Fashion Textures

Nov 18, 2019
Wu Shi, Tak-Wai Hui, Ziwei Liu, Dahua Lin, Chen Change Loy


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Vision-Infused Deep Audio Inpainting

Oct 24, 2019
Hang Zhou, Ziwei Liu, Xudong Xu, Ping Luo, Xiaogang Wang

* To appear in ICCV 2019. Code, models, dataset and video results are available at the project page: https://hangz-nju-cuhk.github.io/projects/AudioInpainting 

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Compound Domain Adaptation in an Open World

Sep 08, 2019
Ziwei Liu, Zhongqi Miao, Xingang Pan, Xiaohang Zhan, Stella X. Yu, Dahua Lin, Boqing Gong


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Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild

Aug 20, 2019
Yu Rong, Ziwei Liu, Cheng Li, Kaidi Cao, Chen Change Loy

* To appear in ICCV 2019. Code and models are available at https://penincillin.github.io/dct_iccv2019 

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One-shot Face Reenactment

Aug 05, 2019
Yunxuan Zhang, Siwei Zhang, Yue He, Cheng Li, Chen Change Loy, Ziwei Liu

* To appear in BMVC 2019 as a spotlight presentation. Code and models are available at: https://github.com/bj80heyue/One_Shot_Face_Reenactment 

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MaskGAN: Towards Diverse and Interactive Facial Image Manipulation

Jul 27, 2019
Cheng-Han Lee, Ziwei Liu, Lingyun Wu, Ping Luo

* High-resolution face parsing dataset as well as new face manipulation model. The code, models and dataset are available at \url{https://github.com/switchablenorms/CelebAMask-HQ

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MMDetection: Open MMLab Detection Toolbox and Benchmark

Jun 17, 2019
Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

* Technical report of MMDetection. 11 pages 

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CARAFE: Content-Aware ReAssembly of FEatures

May 07, 2019
Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report 

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Self-Supervised Learning via Conditional Motion Propagation

Apr 25, 2019
Xiaohang Zhan, Xingang Pan, Ziwei Liu, Dahua Lin, Chen Change Loy

* In CVPR 2019. More details at the project page: http://mmlab.ie.cuhk.edu.hk/projects/CMP/ 

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Large-Scale Long-Tailed Recognition in an Open World

Apr 16, 2019
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

* To appear in CVPR 2019 as an oral presentation. Code, datasets and models are available at https://liuziwei7.github.io/projects/LongTail.html 

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Hybrid Task Cascade for Instance Segmentation

Jan 22, 2019
Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

* Technical report. Winning entry of COCO 2018 Challenge (object detection task) 

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Instance-level Facial Attributes Transfer with Geometry-Aware Flow

Nov 30, 2018
Weidong Yin, Ziwei Liu, Chen Change Loy

* To appear in AAAI 2019. Code and models are available at: https://github.com/wdyin/GeoGAN 

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PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention

Oct 12, 2018
Yongbin Sun, Yue Wang, Ziwei Liu, Joshua E. Siegel, Sanjay E. Sarma

* Code and models are available at: https://github.com/syb7573330/PointGrow 

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DPatch: An Adversarial Patch Attack on Object Detectors

Sep 15, 2018
Xin Liu, Huanrui Yang, Ziwei Liu, Linghao Song, Hai Li, Yiran Chen


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Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition

Sep 05, 2018
Xiaohang Zhan, Ziwei Liu, Junjie Yan, Dahua Lin, Chen Change Loy

* To appear in ECCV 2018. More details at the project page: http://mmlab.ie.cuhk.edu.hk/projects/CDP/ 

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Adaptive Affinity Fields for Semantic Segmentation

Aug 21, 2018
Tsung-Wei Ke, Jyh-Jing Hwang, Ziwei Liu, Stella X. Yu

* To appear in European Conference on Computer Vision (ECCV) 2018 

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Talking Face Generation by Adversarially Disentangled Audio-Visual Representation

Jul 20, 2018
Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, Xiaogang Wang

* Code, models, and video results are available on our webpage: https://liuziwei7.github.io/projects/TalkingFace 

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Im2Avatar: Colorful 3D Reconstruction from a Single Image

Apr 17, 2018
Yongbin Sun, Ziwei Liu, Yue Wang, Sanjay E. Sarma

* 10 pages 

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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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