Günther Schindler

According to our database, Günther Schindler authored at least 13 papers between 2017 and 2024.

Collaborative distances:

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

2024

Resource-Efficient Neural Networks for Embedded Systems.

Wolfgang Roth, Günther Schindler, Bernhard Klein, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani

J. Mach. Learn. Res., 2024

2021

Compressing and Mapping Deep Neural Networks on Edge Computing Systems.

Günther Schindler

PhD thesis, 2021

2020

Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement.

Lukas Pfeifenberger, Matthias Zöhrer, Günther Schindler, Wolfgang Roth, Holger Fröning, Franz Pernkopf

CoRR, 2020

Resource-Efficient Neural Networks for Embedded Systems.

Wolfgang Roth, Günther Schindler, Matthias Zöhrer, Lukas Pfeifenberger, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani

CoRR, 2020

On the Difficulty of Designing Processor Arrays for Deep Neural Networks.

Kevin Stehle, Günther Schindler, Holger Fröning

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

Parameterized Structured Pruning for Deep Neural Networks.

Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks.

Wolfgang Roth, Franz Pernkopf, Günther Schindler, Holger Fröning

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

Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets.

Markus Huber, Günther Schindler, Christian Schörkhuber, Wolfgang Roth, Franz Pernkopf, Holger Fröning

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions.

Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Efficient and Robust Machine Learning for Real-World Systems.

Franz Pernkopf, Wolfgang Roth, Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Sebastian Tschiatschek, Robert Peharz, Matthew Mattina, Zoubin Ghahramani

CoRR, 2018

Towards Efficient Forward Propagation on Resource-Constrained Systems.

Günther Schindler, Matthias Zöhrer, Franz Pernkopf, Holger Fröning

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Resource Efficient Deep Eigenvector Beamforming.

Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Franz Pemkopf

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Linking Application Description with Efficient SIMD Code Generation for Low-Precision Signed-Integer GEMM.

Günther Schindler, Manfred Mücke, Holger Fröning

Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017