Mingming He (贺明明)
I am a Senior Research Scientist in the team of Creative Algorithms and Technology at Netflix. Before that, I worked as a postdoctoral researcher in the Vision & Graphics Lab at USC Institute for Creative Technologies from 2019 to 2021. I obtained my Ph.D. degree from Computer Science & Engineering, Hong Kong University of Science and Technology (HKUST) in 2018, and received my M.S. and B.E. degreed from Zhejiang University (ZJU) in 2014 and 2011, respectively. I was a research intern in the Visual Computing Group at Microsoft Research Asia from 2017 to 2018.
My research interests lie in Computer Graphics and Computer Vision, mainly focusing on computational photography and visual synthesis.
Publications
![]() CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance FieldsCan Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing LiaoIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.Paper | Code (Coming soon) | Project Page |
![]() Cross-Domain and Disentangled Face Manipulation with 3D GuidanceCan Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing LiaoIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022.Paper | Code | Project Page |
DenseGAP: Graph-Structured Dense Correspondence Learning with Anchor PointsZhengfei Kuang, Jiaman Li, Mingming He*, Tong Wang, Yajie Zhao (*Corresponding author)International Conference on Pattern Recognition (ICPR), 2022.Paper | Code (Coming soon) | Project Page |
![]() DisUnknown: Distilling Unknown Factors for Disentanglement LearningSitao Xiang, Yuming Gu, Pengda Xiang, Menglei Chai, Hao Li, Yajie Zhao, Mingming He* (*Corresponding author)IEEE International Conference on Computer Vision (ICCV), 2021.Paper | Code | Project Page |
![]() Exemplar-Based 3D Portrait StylizationFangzhou Han, Shuquan Ye, Mingming He, Menglei Chai, Jing LiaoIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021.Paper | Project Page |
![]() Dynamic Facial Asset and Rig Generation from a Single ScanJiaman Li, Zhengfei Kuang, Yajie Zhao, Mingming He, Karl Bladin, Hao LiACM Transactions on Graphics (TOG), SIGGRAPH Asia 2020.Paper | Project Page |
![]() One-Shot Identity-Preserving Portrait ReenactmentSitao Xiang, Yuming Gu, Pengda Xiang, Mingming He, Koki Nagano, Haiwei Chen, Hao LiarXiv, 2020.Paper |
![]() Protecting World Leaders Against Deep FakesShruti Agarwal, Hany Farid, Yuming Gu, Mingming He, Koki Nagano, Hao LiIEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019.Paper |
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![]() Progressive Color Transfer with Dense CorrespondenceMingming He, Jing Liao, Dongdong Chen, Lu Yuan, Pedro V. SanderACM Transactions on Graphics (TOG), 2019.Paper | Code | Supplementary |
![]() Deep Exemplar-based ColorizationMingming He*, Dongdong Chen*, Pedro V. Sander, Lu Yuan (*Equal contribution)ACM Transactions on Graphics (TOG), SIGGRAPH 2018.Paper | Code (Main) | Code (Retrieval) | Supplementary |
Gigapixel Panorama Video LoopsMingming He, Jing Liao, Pedro V. Sander, Hugues HoppeACM Transactions on Graphics (TOG), 2017.Paper | Project | Code (Viewer) | Video |