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Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation


Jun 08, 2021
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu

* TPAMI 2021 

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Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors


May 06, 2021
Tao Yu, Zerong Zheng, Kaiwen Guo, Pengpeng Liu, Qionghai Dai, Yebin Liu

* CVPR 2021 Oral Paper, Project Page: http://www.liuyebin.com/Function4D/Function4D.html, THuman2.0 dataset available. Youtube: https://www.youtube.com/watch?v=-rWUn4fEQNU&t=126s 

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Learning 3D Face Reconstruction with a Pose Guidance Network


Oct 09, 2020
Pengpeng Liu, Xintong Han, Michael Lyu, Irwin King, Jia Xu

* ACCV 2020 (Oral) 

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Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching


Apr 05, 2020
Pengpeng Liu, Irwin King, Michael Lyu, Jia Xu

* Published at the Conference on Computer Vision and Pattern Recognition (CVPR 2020) 

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SelFlow: Self-Supervised Learning of Optical Flow


Apr 19, 2019
Pengpeng Liu, Michael Lyu, Irwin King, Jia Xu

* Published at the Conference on Computer Vision and Pattern Recognition (CVPR 2019) 

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DDFlow: Learning Optical Flow with Unlabeled Data Distillation


Feb 25, 2019
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu

* 8 pages, AAAI 19 

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Semantically Consistent Image Completion with Fine-grained Details


Nov 26, 2017
Pengpeng Liu, Xiaojuan Qi, Pinjia He, Yikang Li, Michael R. Lyu, Irwin King

* 9 pages plus 2-page supplement 

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