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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
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Moritz Kappel, Florian Hahlbohm, Timon Scholz,Susana Castillo,Christian Theobalt,Martin Eisemann,Vladislav Golyanik,Marcus Magnor
arxiv(2024)
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ACM Transactions on Graphicsno. 2 (2024): 1-16
COMPUTER GRAPHICS FORUMno. 2 (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,
arxiv(2024)
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CVPR 2024 (2024)
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IEEE transactions on visualization and computer graphicsno. 99 (2024): 1-12
CVPR 2023 (2023): 1296-1305
COMPUTER GRAPHICS FORUMno. 2 (2023): 1-12
Christen Millerdurai,Diogo Luvizon,Viktor Rudnev,André Jonas,Jiayi Wang,Christian Theobalt,Vladislav Golyanik
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