Xu Chen

Xu Chen

PhD student
Advanced Interactive Technologies Lab, ETH Zürich

E-Mail
xuchen@inf.ethz.ch
Address
Stampfenbachstrasse 48, 8092 Zürich, Switzerland
Room
ETH Zurich, Department of Computer Science, STD, G 23


Biography

I'm a doctoral fellow in the Max Plank ETH Center for Learning Systems, a joint program between ETH Zurich and Max Planck Institute for Intelligent Systems. I am supervised by Prof. Otmar Hilliges, Prof. Andreas Geiger and Prof. Michael Black. I am working in the AIT lab at ETH Zurich.

My research interest lies in 3D deep generative models, with a goal to build learning-based approaches capable of generating photo-realistic simulations of human activity. The resulting data could be useful in the context of training methods for human-centric perception tasks.



Publications

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Human Body Model Fitting by Learned Gradient Descent

AuthorsJ. Song*, X. Chen*, O. Hilliges
In ProceedingsEuropean Conference on Computer Vision (ECCV), 2020
* These two authors contributed equally to this work.
ProjectPDFVideoBibTeX
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Category Level Object Pose Estimation via Neural Analysis-by-Synthesis

AuthorsX. Chen*, Z. Dong*, J. Song, A. Geiger, O. Hilliges
In ProceedingsEuropean Conference on Computer Vision (ECCV), 2020
* These two authors contributed equally to this work.
ProjectPDFVideoBibTeX
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Monocular Neural Image Based Rendering with Continuous View Control

AuthorsX. Chen*, J. Song*, O. Hilliges
In ProceedingsInternational Conference on Computer Vision (ICCV), Oct 2019
* These two authors contributed equally to this work.
ProjectCodePDFBibTeX
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Unpaired Pose Guided Human Image Generation

AuthorsX. Chen, J. Song, O. Hilliges
In ProceedingsThe IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, June 2019
PDFBibTeX
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StreetMap - Mapping and Localization on Ground Planes using a Downward Facing Camera

AuthorsX. Chen, A. Sai Vempati, P. Beardsley
In Proceedings2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2018
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Teaching Assistant