Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

 CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Wolfgang Roth
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization

Dec 18, 2020
David Peter, Wolfgang Roth, Franz Pernkopf


  Access Paper or Ask Questions
Quantized Neural Networks for Radar Interference Mitigation

Dec 01, 2020
Johanna Rock, Wolfgang Roth, Paul Meissner, Franz Pernkopf

* ITEM Workshop at ECML-PKDD 2020 
  Access Paper or Ask Questions
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks

Oct 22, 2020
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf

* Accepted at ICPR 2020 
  Access Paper or Ask Questions
Differentiable TAN Structure Learning for Bayesian Network Classifiers

Aug 21, 2020
Wolfgang Roth, Franz Pernkopf

* Accepted at PGM 2020 
  Access Paper or Ask Questions
Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement

Jul 22, 2020
Lukas Pfeifenberger, Matthias Zöhrer, Günther Schindler, Wolfgang Roth, Holger Fröning, Franz Pernkopf


  Access Paper or Ask Questions
Resource-Efficient Neural Networks for Embedded Systems

Jan 07, 2020
Wolfgang Roth, Günther Schindler, Matthias Zöhrer, Lukas Pfeifenberger, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani

* arXiv admin note: text overlap with arXiv:1812.02240 
  Access Paper or Ask Questions
Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning (Full Version)

Jul 10, 2019
Bernhard K. Aichernig, Roderick Bloem, Masoud Ebrahimi, Martin Horn, Franz Pernkopf, Wolfgang Roth, Astrid Rupp, Martin Tappler, Markus Tranninger

* This is an extended version of the conference paper "Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning" accepted for presentation at IFIP-ICTSS 2019, the 31st International Conference on Testing Software and Systems in Paris, France 
  Access Paper or Ask Questions
Parameterized Structured Pruning for Deep Neural Networks

Jun 12, 2019
Guenther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Froening


  Access Paper or Ask Questions
Efficient and Robust Machine Learning for Real-World Systems

Dec 05, 2018
Franz Pernkopf, Wolfgang Roth, Matthias Zoehrer, Lukas Pfeifenberger, Guenther Schindler, Holger Froening, Sebastian Tschiatschek, Robert Peharz, Matthew Mattina, Zoubin Ghahramani


  Access Paper or Ask Questions