Simon Hecker

Vision and Data Driven Methods for Automotive Challenges: From End-to-end Driving to Curve Warning Systems

Simon Hecker, Simon Hecker, 2020 .

Learning Accurate and Human-Like Driving using Semantic Maps and Attention pdf

Luc Van Gool, Alexander Liniger, Dengxin Dai, 2020, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding

Dengxin Dai, Simon Hecker, Christos Sakaridis, 2019, International Journal of Computer Vision.

Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding

Luc Van Gool, Dengxin Dai, Simon Hecker, 2018, ECCV.

Failure Prediction for Autonomous Driving

Luc Van Gool, Dengxin Dai, Simon Hecker, 2018, 2018 IEEE Intelligent Vehicles Symposium (IV).

Self-supervised Object Motion and Depth Estimation from Video

L. Gool, Dengxin Dai, K. Schindler, 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners

Luc Van Gool, Dengxin Dai, Simon Hecker, 2018, ECCV.

Learning Accurate, Comfortable and Human-like Driving pdf

Luc Van Gool, Dengxin Dai, Simon Hecker, 2019, ArXiv.