Sven Kreiss
Scientist
sven.kreiss@epfl.ch +41 21 693 61 78
EPFL ENAC IIC VITA
GC C1 386 (Bâtiment GC)
Station 18
CH-1015 Lausanne
Web site: Web site: https://vita.epfl.ch/
+41 21 693 61 78
EPFL > ENAC > ENAC-SGC > SGC-ENS
Fields of expertise
Computer Vision
Machine Learning
Deep Learning
Geospatial Analysis
Big Data
Human-Robot Interaction
Ambient Intelligence
Machine Learning
Deep Learning
Geospatial Analysis
Big Data
Human-Robot Interaction
Ambient Intelligence
Biography
Publications
Infoscience publications
Publications
W. Deng; L. Bertoni; S. Kreiss; A. Alahi : Joint Human Pose Estimation and Stereo 3D Localization. 2020-06-01. International Conference on Robotics and Automation (ICRA), paris, france, May 31th, June 4th 2020.
S. Kreiss; A. Alahi : Automatic Differentiation in Social Force Models. 2019-09-04. European Association for Research in Transportation (hEART), Budapest, 4-6 september 2019.
L. Bertoni; S. Kreiss; A. Alahi : MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation. 2019-06-07. International Conference on Computer Vision (ICCV), Seoul, Korea, October 27- November 2, 2019 .
S. Kreiss; L. Bertoni; A. Alahi : PifPaf: Composite Fields for Human Pose Estimation. 2019-06. IEEE conference on computer vision and pattern recognition (CVPR).
S. Kreiss; A. Alahi : Next Steps for Social Force with Big Data. 2019-05-16. Swiss Transport Research Conference (STRC).
G. Adaimi; S. Kreiss; A. Alahi : Rethinking Person Re-Identification with Confidence. 2019. arXiv.
C. Chen; Y. Liu; S. Kreiss; A. Alahi : Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning. 2019. International Conference on Robotics and Automation (ICRA), Montreal, Canada, May 20-24, 2019. p. 6015-6022. DOI : 10.1109/ICRA.2019.8794134.
G. Aad; B. Abbott; J. Abdallah; O. Abdinov; R. Aben et al. : Combined Measurement of the Higgs Boson Mass in $pp$ Collisions at $\sqrt{s}=7$ and 8 TeV with the ATLAS and CMS Experiments; Physical Review Letters. 2015-05-14. DOI : 10.1103/PhysRevLett.114.191803.
Teaching & PhD
Teaching
Civil Engineering