Günther Schindler

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 14

Top Topics

Code Generation

Pruning Algorithm

Discrete Valued

Top Venues

IoT Streams/ITEM@PKDD/ECML

Publications

Wolfgang Roth, Franz Pernkopf, Günther Schindler, Holger Fröning
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks. ICPR (2020)
Markus Huber, Günther Schindler, Christian Schörkhuber, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets. ICASSP (2020)
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks. CoRR (2020)
Wolfgang Roth, Günther Schindler, Matthias Zöhrer, Lukas Pfeifenberger, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani
Resource-Efficient Neural Networks for Embedded Systems. CoRR (2020)
Lukas Pfeifenberger, Matthias Zöhrer, Günther Schindler, Wolfgang Roth, Holger Fröning, Franz Pernkopf
Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement. CoRR (2020)
Kevin Stehle, Günther Schindler, Holger Fröning
On the Difficulty of Designing Processor Arrays for Deep Neural Networks. CoRR (2020)
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Parameterized Structured Pruning for Deep Neural Networks. LOD (2) (2020)
Kevin Stehle, Günther Schindler, Holger Fröning
On the Difficulty of Designing Processor Arrays for Deep Neural Networks. IoT Streams/ITEM@PKDD/ECML (2020)
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf
Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions. ECML/PKDD (2) (2019)
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Parameterized Structured Pruning for Deep Neural Networks. CoRR (2019)
Franz Pernkopf, Wolfgang Roth, Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Sebastian Tschiatschek, Robert Peharz, Matthew Mattina, Zoubin Ghahramani
Efficient and Robust Machine Learning for Real-World Systems. CoRR (2018)
Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Franz Pemkopf
Resource Efficient Deep Eigenvector Beamforming. ICASSP (2018)
Günther Schindler, Matthias Zöhrer, Franz Pernkopf, Holger Fröning
Towards Efficient Forward Propagation on Resource-Constrained Systems. ECML/PKDD (1) (2018)
Günther Schindler, Manfred Mücke, Holger Fröning
Linking Application Description with Efficient SIMD Code Generation for Low-Precision Signed-Integer GEMM. Euro-Par Workshops (2017)