基本信息
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职业迁徙
个人简介
I am currently leading "4D and Quantum Vision" group at Max Planck Institute for Informatics, D6 Department. The focus of our team lies on 3D reconstruction and analysis of general deformable scenes, 3D reconstruction of the human body and matching problems on point sets and graphs. We are interested in neural approaches (both supervised and unsupervised), physics-based methods as well as new hardware and sensors (e.g., quantum computers and event cameras).
I have initiated several workshops at international computer vision conferences and multiple state-of-the-art reports at EUROGRAPHICS (different years). I have also published under the VIA Center affiliation.
Many research questions at the intersection of computer graphics, computer vision and machine learning involve challenging search problems (e.g., graph matching) or the optimisation of non-convex objectives. For such problems, we develop new algorithmic formulations that can be solved on modern adiabatic quantum annealers or universal quantum computers and investigate which advantages these approaches offer compared to existing classical methods.
I have initiated several workshops at international computer vision conferences and multiple state-of-the-art reports at EUROGRAPHICS (different years). I have also published under the VIA Center affiliation.
Many research questions at the intersection of computer graphics, computer vision and machine learning involve challenging search problems (e.g., graph matching) or the optimisation of non-convex objectives. For such problems, we develop new algorithmic formulations that can be solved on modern adiabatic quantum annealers or universal quantum computers and investigate which advantages these approaches offer compared to existing classical methods.
研究兴趣
论文共 119 篇作者统计合作学者相似作者
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COMPUTER GRAPHICS FORUMno. 2 (2024)
IEEE transactions on visualization and computer graphicspp.1-12, (2024)
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)pp.767-776, (2024)
Moritz Kappel, Florian Hahlbohm, Timon Scholz,Susana Castillo,Christian Theobalt,Martin Eisemann,Vladislav Golyanik,Marcus Magnor
arXiv (Cornell University) (2024)
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)pp.1377-1387, (2024)
Qingxuan Wu,Zhiyang Dou, Sirui Xu,Soshi Shimada, Chen Wang,Zhengming Yu,Yuan Liu, Cheng Lin,Zeyu Cao,Taku Komura,Vladislav Golyanik,Christian Theobalt,Wenping Wang,Lingjie Liu
arxiv(2024)
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2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)pp.1186-1195, (2024)
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)pp.1206-1215, (2024)
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作者统计
#Papers: 122
#Citation: 2334
H-Index: 25
G-Index: 46
Sociability: 5
Diversity: 2
Activity: 198
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