Pengpeng Liu
PhD Candidate in Computer Science
The Chinese University of Hong Kong
Biography
I am currently a Ph.D. student in Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), supervised by Prof. Michael R. Lyu and Prof. Irwin King. Before that, I got the B.Eng. degree in the Department of Electronic Engineering, Tsinghua University. My research interests include computer vision, deep learning and machine learning.
Our 3D face reconstruction paper is accepted by ACCV 2020 as oral presentation.
Our Flow2Stereo is accepted by CVPR 2020.
Our SelFlow paper is selected in the CVPR 2019 Best Paper Finalist. SelFlow is the 1st place winner on Sintel Optical Flow Benchmark from November 2018 to November 2019.
Interests
- Computer Vision
- Deep Learning
- Machine Learning
- Artificial Intelligence
Education
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PhD in Computer Science and Engineering, 2016 - 2020
The Chinese University of Hong Kong (CUHK)
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BSc in Electronic Engineering, 2012 - 2016
Tsinghua University (THU)
Experience
Publications
Learning 3D Face Reconstruction with a Pose Guidance Network
ACCV 2020 (Oral Presentation)
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching
CVPR 2020
SelFlow: Self-Supervised Learning of Optical Flow
CVPR 2019 (Oral Presentation, Best Paper Final List, Top 1%)
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
AAAI 2019 (Oral Presentation)
Semantically Consistent Image Completion with Fine-grained Details
Tech report, arXiv 2017
