Günther Schindler

19 papers B 1Misc 2Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
TabGemma: Text-Based Tabular ICL via LLM using Continued Pretraining and Retrieval.
CoRR
Günther Schindler, Maximilian Schambach, Michael Medek, Sam Thelin
2024 J jnl
Resource-Efficient Neural Networks for Embedded Systems.
J. Mach. Learn. Res.
Wolfgang Roth, Günther Schindler, Bernhard Klein, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani
2021 — —
Compressing and Mapping Deep Neural Networks on Edge Computing Systems.
Günther Schindler
2021 — ed.
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
PKDD/ECML Workshops (1)
Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021 — ed.
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II
PKDD/ECML Workshops (2)
Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2020 B conf
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks.
ICPR
Wolfgang Roth, Franz Pernkopf, Günther Schindler, Holger Fröning
2020 J jnl
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks.
CoRR
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf
2020 — conf
On the Difficulty of Designing Processor Arrays for Deep Neural Networks.
IoT Streams/ITEM@PKDD/ECML
Kevin Stehle, Günther Schindler, Holger Fröning
2020 J jnl
On the Difficulty of Designing Processor Arrays for Deep Neural Networks.
CoRR
Kevin Stehle, Günther Schindler, Holger Fröning
2020 — conf
Parameterized Structured Pruning for Deep Neural Networks.
LOD (2)
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
2020 J jnl
Resource-Efficient Neural Networks for Embedded Systems.
CoRR
Wolfgang Roth, Günther Schindler, Matthias Zöhrer, Lukas Pfeifenberger, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani
2020 J jnl
Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement.
CoRR
Lukas Pfeifenberger, Matthias Zöhrer, Günther Schindler, Wolfgang Roth, Holger Fröning, Franz Pernkopf
2020 Misc conf
Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets.
ICASSP
Markus Huber, Günther Schindler, Christian Schörkhuber, Wolfgang Roth, Franz Pernkopf, Holger Fröning
2019 J jnl
Parameterized Structured Pruning for Deep Neural Networks.
CoRR
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
2019 — conf
Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions.
ECML/PKDD (2)
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf
2018 J jnl
Efficient and Robust Machine Learning for Real-World Systems.
CoRR
Franz Pernkopf, Wolfgang Roth, Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Sebastian Tschiatschek, Robert Peharz, Matthew Mattina, Zoubin Ghahramani
2018 Misc conf
Resource Efficient Deep Eigenvector Beamforming.
ICASSP
Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Franz Pernkopf
2018 — conf
Towards Efficient Forward Propagation on Resource-Constrained Systems.
ECML/PKDD (1)
Günther Schindler, Matthias Zöhrer, Franz Pernkopf, Holger Fröning
2017 — conf
Linking Application Description with Efficient SIMD Code Generation for Low-Precision Signed-Integer GEMM.
Euro-Par Workshops
Günther Schindler, Manfred Mücke, Holger Fröning