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Visually Informed Binaural Audio Generation without Binaural Audios


Apr 13, 2021
Xudong Xu, Hang Zhou, Ziwei Liu, Bo Dai, Xiaogang Wang, Dahua Lin

* Accepted by CVPR 2021. Code, models, and demo video are available on our webpage: \ 

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Adversarial Robustness under Long-Tailed Distribution


Apr 06, 2021
Tong Wu, Ziwei Liu, Qingqiu Huang, Yu Wang, Dahua Lin

* Accepted to CVPR 2021 (Oral) 

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Deep Animation Video Interpolation in the Wild


Apr 06, 2021
Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu

* Accepted by CVPR21 

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Domain Generalization: A Survey


Mar 31, 2021
Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy

* v3: um, nothing new, except a little rewording in the abstract 

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Incorporating Convolution Designs into Visual Transformers


Mar 22, 2021
Kun Yuan, Shaopeng Guo, Ziwei Liu, Aojun Zhou, Fengwei Yu, Wei Wu


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ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis


Mar 09, 2021
Yinan He, Bei Gan, Siyu Chen, Yichun Zhou, Guojun Yin, Luchuan Song, Lu Sheng, Jing Shao, Ziwei Liu

* 17 pages, 11 figures, Accepted to CVPR 2021 (Oral), project webpage: https://yinanhe.github.io/projects/forgerynet.html 

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CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results


Feb 26, 2021
Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu, Shuo Yang, Yuanjun Xiong, Wei Xia, Yan Xu, Man Luo, Jian Liu, Jianshu Li, Zhijun Chen, Mingyu Guo, Hui Li, Junfu Liu, Pengfei Gao, Tianqi Hong, Hao Han, Shijie Liu, Xinhua Chen, Di Qiu, Cheng Zhen, Dashuang Liang, Yufeng Jin, Zhanlong Hao

* Technical report. Challenge website: https://competitions.codalab.org/competitions/26210 

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DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results


Feb 18, 2021
Liming Jiang, Zhengkui Guo, Wayne Wu, Zhaoyang Liu, Ziwei Liu, Chen Change Loy, Shuo Yang, Yuanjun Xiong, Wei Xia, Baoying Chen, Peiyu Zhuang, Sili Li, Shen Chen, Taiping Yao, Shouhong Ding, Jilin Li, Feiyue Huang, Liujuan Cao, Rongrong Ji, Changlei Lu, Ganchao Tan

* Technical report. Challenge website: https://competitions.codalab.org/competitions/25228 

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ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on


Jan 13, 2021
Gaurav Kuppa, Andrew Jong, Vera Liu, Ziwei Liu, Teng-Sheng Moh

* In Proceedings of Generation of Human Behavior Workshop at IEEE WACV 2021 

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Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory


Dec 29, 2020
Yu Rong, Ziwei Liu, Chen Change Loy


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Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup


Dec 17, 2020
Guodong Xu, Ziwei Liu, Chen Change Loy

* The code is available at: https://github.com/xuguodong03/UNIXKD 

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CARAFE++: Unified Content-Aware ReAssembly of FEatures


Dec 07, 2020
Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report. Extended journal version of the conference paper that appeared as arXiv:1905.02188 

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LiDAR-based Panoptic Segmentation via Dynamic Shifting Network


Dec 01, 2020
Fangzhou Hong, Hui Zhou, Xinge Zhu, Hongsheng Li, Ziwei Liu

* Rank 1st place in the leaderboard of SemanticKITTI Panoptic Segmentation (accessed at 2020-11-16); Codes at https://github.com/hongfz16/DS-Net 

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Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs


Nov 02, 2020
Xingang Pan, Bo Dai, Ziwei Liu, Chen Change Loy, Ping Luo


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Long-tailed Recognition by Routing Diverse Distribution-Aware Experts


Oct 05, 2020
Xudong Wang, Long Lian, Zhongqi Miao, Ziwei Liu, Stella X. Yu

* 14 pages, 8 figures 

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Pixel-Face: A Large-Scale, High-Resolution Benchmark for 3D Face Reconstruction


Aug 31, 2020
Yunxuan Zhang, Yu Rong, Ziwei Liu, Cheng Cheng

* The code and data is available at https://github.com/pixel-face/Pixel-Face 

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Person-in-Context Synthesiswith Compositional Structural Space


Aug 28, 2020
Weidong Yin, Ziwei Liu, Leonid Sigal


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Delving into Inter-Image Invariance for Unsupervised Visual Representations


Aug 26, 2020
Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy


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Seesaw Loss for Long-Tailed Instance Segmentation


Aug 23, 2020
Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report for LVIS Challenge 2020 https://www.lvisdataset.org/challenge_2020 

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Unsupervised Feature Learning by Cross-Level Discrimination between Instances and Groups


Aug 17, 2020
Xudong Wang, Ziwei Liu, Stella X. Yu

* Update semi-supervised results 

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CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations


Aug 01, 2020
Yuanhan Zhang, Zhenfei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, Ziwei Liu

* To appear in ECCV 2020. Dataset is available at: https://github.com/Davidzhangyuanhan/CelebA-Spoof 

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Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets


Jul 25, 2020
Tong Wu, Qingqiu Huang, Ziwei Liu, Yu Wang, Dahua Lin

* To appear in ECCV 2020 as a spotlight presentation. Code and models are available at: https://github.com/wutong16/DistributionBalancedLoss 

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Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation


Jul 20, 2020
Hang Zhou, Xudong Xu, Dahua Lin, Xiaogang Wang, Ziwei Liu

* To appear in Proceedings of the European Conference on Computer Vision (ECCV), 2020. Code, models, and video results are available on our webpage: https://hangz-nju-cuhk.github.io/projects/Sep-Stereo 

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Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations


Jul 17, 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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