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Career

· PhD Student, ETH Zurich2017–
· Postdoctoral Researcher, ETH Zurich2017–
· Tech Lead, ETH AI Center
· MS in Computer Science, ETH Zurich
· Bachelor's degree, University of Basel

Publications (20)

A Spatio-temporal Transformer for 3D Human Motion Prediction
International Conference on 3D Vision · 2020
279
cited
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation
Computer Vision and Pattern Recognition · 2022
243
cited
Structured Prediction Helps 3D Human Motion Modelling
IEEE International Conference on Computer Vision · 2019
203
cited
Deep inertial poser
ACM Transactions on Graphics · 2018
199
cited
Convolutional Autoencoders for Human Motion Infilling
International Conference on 3D Vision · 2020
114
cited
Hi4D: 4D Instance Segmentation of Close Human Interaction
Computer Vision and Pattern Recognition · 2023
81
cited
EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild
IEEE International Conference on Computer Vision · 2023
74
cited
EM-POSE: 3D Human Pose Estimation from Sparse Electromagnetic Trackers
IEEE International Conference on Computer Vision · 2021
43
cited
Attention, please: A Spatio-temporal Transformer for 3D Human Motion Prediction
arXiv.org · 2020
36
cited
MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild
Computer Vision and Pattern Recognition · 2024
14
cited
Articulated Objects in Free-form Hand Interaction
arXiv.org · 2022
13
cited
ReLoo: Reconstructing Humans Dressed in Loose Garments from Monocular Video in the Wild
European Conference on Computer Vision · 2024
12
cited
HSR: Holistic 3D Human-Scene Reconstruction from Monocular Videos
European Conference on Computer Vision · 2024
10
cited
WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation
European Conference on Computer Vision · 2025
9
cited
EgoHDM: A Real-time Egocentric-Inertial Human Motion Capture, Localization, and Dense Mapping System
ACM Transactions on Graphics · 2024
7
cited
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos
Computer Vision and Pattern Recognition · 2025
2
cited
An Interpretable and Attention-based Method for Gaze Estimation Using Electroencephalography
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2023
1
cited
PriorAvatar: Efficient and Robust Avatar Creation from Monocular Video Using Learned Priors
ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia · 2025
1
cited
PHD: Personalized 3D Human Body Fitting with Point Diffusion
arXiv.org · 2025
Scan quality estimation for industrial computed tomography using convolutional neural networks
International Conference on Quality Control by Artificial Vision · 2021
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Manuel Kaufmann | Researcher Profile | Sotabase | Sotabase