Christian Hubschneider

According to our database, Christian Hubschneider authored at least 13 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability.

Svetlana Pavlitska, Christian Hubschneider, Lukas Struppek, J. Marius Zöllner

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Balancing Expert Utilization in Mixture-of-Experts Layers Embedded in CNNs.

Svetlana Pavlitskaya, Christian Hubschneider, Lukas Struppek, J. Marius Zöllner

CoRR, 2022

2021

Unsupervised Domain Adaptation via Shared Content Representation for Semantic Segmentation.

Christian Hubschneider, Marius Birkenbach, J. Marius Zöllner

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Unsupervised Evaluation of Lidar Domain Adaptation.

Christian Hubschneider, Simon Roesler, J. Marius Zöllner

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Using Mixture of Expert Models to Gain Insights into Semantic Segmentation.

Svetlana Pavlitskaya, Christian Hubschneider, Michael Weber, Ruby Moritz, Fabian Hüger, Peter Schlicht, J. Marius Zöllner

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

CNN based Multi-View Object Detection and Association.

Michael Weber, Lucas Volkert, Christian Hubschneider, J. Marius Zöllner

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Grid-Based Micro Traffic Prediction using Fully Convolutional Networks.

Philip Schörner, Christian Hubschneider, Jonathan Härtl, Rupert Polley, J. Marius Zöllner

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Calibrating Uncertainty Models for Steering Angle Estimation.

Christian Hubschneider, Robin Hutmacher, J. Marius Zöllner

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Towards Large Scale Urban Traffic Reference Data: Smart Infrastructure in the Test Area Autonomous Driving Baden-Württemberg.

Tobias Fleck, Karam Daaboul, Michael Weber, Philip Schörner, Marek Wehmer, Jens Doll, Stefan Orf, Nico Sußmann, Christian Hubschneider, Marc René Zofka, Florian Kuhnt, Ralf Kohlhaas, Ingmar Baumgart, Raoul Zöllner, J. Marius Zöllner

Proceedings of the Intelligent Autonomous Systems 15, 2018

2017

Learning how to drive in a real world simulation with deep Q-Networks.

Peter Wolf, Christian Hubschneider, Michael Weber, André Bauer, Jonathan Härtl, Fabian Durr, Johann Marius Zöllner

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Adding navigation to the equation: Turning decisions for end-to-end vehicle control.

Christian Hubschneider, André Bauer, Michael Weber, J. Marius Zöllner

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Integrating end-to-end learned steering into probabilistic autonomous driving.

Christian Hubschneider, André Bauer, Jens Doll, Michael Weber, Sebastian Klemm, Florian Kuhnt, J. Marius Zöllner

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016

Towards a framework for end-to-end control of a simulated vehicle with spiking neural networks.

Jacques Kaiser, Juan Camilo Vasquez Tieck, Christian Hubschneider, Peter Wolf, Michael Weber, Michael Hoff, Alexander Friedrich, Konrad Wojtasik, Arne Roennau, Ralf Kohlhaas, Rüdiger Dillmann, Johann Marius Zöllner

Proceedings of the 2016 IEEE International Conference on Simulation, 2016