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
Unit: 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
Infoscience publications
Publications
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. 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.
