Wolfgang Roth

25 papers A 1B 2C 1Misc 2Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
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
2022 Misc conf
End-to-End Keyword Spotting Using Neural Architecture Search and Quantization.
ICASSP
David Peter, Wolfgang Roth, Franz Pernkopf
2022 J jnl
Resource-efficient Deep Neural Networks for Automotive Radar Interference Mitigation.
CoRR
Johanna Rock, Wolfgang Roth, Máté Tóth, Paul Meissner, Franz Pernkopf
2021 J jnl
End-to-end Keyword Spotting using Neural Architecture Search and Quantization.
CoRR
David Peter, Wolfgang Roth, Franz Pernkopf
2021 J jnl
Resource-Efficient Deep Neural Networks for Automotive Radar Interference Mitigation.
IEEE J. Sel. Top. Signal Process.
Johanna Rock, Wolfgang Roth, Máté Tóth, Paul Meissner, Franz Pernkopf
2020 J jnl
Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes.
IEEE Trans. Pattern Anal. Mach. Intell.
Wolfgang Roth, Franz Pernkopf
2020 — conf
Differentiable TAN Structure Learning for Bayesian Network Classifiers.
PGM
Wolfgang Roth, Franz Pernkopf
2020 J jnl
Differentiable TAN Structure Learning for Bayesian Network Classifiers.
CoRR
Wolfgang Roth, Franz Pernkopf
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
Parameterized Structured Pruning for Deep Neural Networks.
LOD (2)
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
2020 J jnl
Quantized Neural Networks for Radar Interference Mitigation.
CoRR
Johanna Rock, Wolfgang Roth, Máté Tóth, Paul Meissner, Franz Pernkopf
2020 B conf
Resource-Efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization.
ICPR
David Peter, Wolfgang Roth, Franz Pernkopf
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 J jnl
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization.
CoRR
David Peter, Wolfgang Roth, 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
Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning (Full Version).
CoRR
Bernhard K. Aichernig, Roderick Bloem, Masoud Ebrahimi, Martin Horn, Franz Pernkopf, Wolfgang Roth, Astrid Rupp, Martin Tappler, Markus Tranninger
2019 C conf
Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning.
ICTSS
Bernhard K. Aichernig, Roderick Bloem, Masoud Ebrahimi, Martin Horn, Franz Pernkopf, Wolfgang Roth, Astrid Rupp, Martin Tappler, Markus Tranninger
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 J jnl
Hybrid generative-discriminative training of Gaussian mixture models.
Pattern Recognit. Lett.
Wolfgang Roth, Robert Peharz, Sebastian Tschiatschek, Franz Pernkopf
2016 A conf
Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development.
INTERSPEECH
Florian B. Pokorny, Robert Peharz, Wolfgang Roth, Matthias Zöhrer, Franz Pernkopf, Peter B. Marschik, Björn W. Schuller
1979 J jnl
Was ist EurOnet?
Elektron. Rechenanlagen
Wolfgang Roth, Walter Tietz