Jens Lippel

According to our database, Jens Lippel authored at least 8 papers between 2010 and 2020.

Collaborative distances:

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

2020

Robust dimensionality reduction for data visualization with deep neural networks.

Martin Becker, Jens Lippel, André Stuhlsatz, Thomas Zielke

Graph. Model., 2020

Dimensionality Reduction for Data Visualization and Linear Classification, and the Trade-off between Robustness and Classification Accuracy.

Martin Becker, Jens Lippel, Thomas Zielke

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Modeling Dynamic Processes with Deep Neural Networks: A Case Study with a Gas-fired Absorption Heat Pump.

Jens Lippel, Martin Becker, Thomas Zielke

Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, 2019

Gradient Descent Analysis: On Visualizing the Training of Deep Neural Networks.

Martin Becker, Jens Lippel, Thomas Zielke

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2017

Regularized Nonlinear Discriminant Analysis - An Approach to Robust Dimensionality Reduction for Data Visualization.

Martin Becker, Jens Lippel, André Stuhlsatz

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017

2012

Feature Extraction With Deep Neural Networks by a Generalized Discriminant Analysis.

André Stuhlsatz, Jens Lippel, Thomas Zielke

IEEE Trans. Neural Networks Learn. Syst., 2012

2010

Discriminative feature extraction with Deep Neural Networks.

André Stuhlsatz, Jens Lippel, Thomas Zielke

Proceedings of the International Joint Conference on Neural Networks, 2010

Feature Extraction for Simple Classification.

André Stuhlsatz, Jens Lippel, Thomas Zielke

Proceedings of the 20th International Conference on Pattern Recognition, 2010