Wolfgang Roth

Orcid: 0000-0002-0778-2418

According to our database1, Wolfgang Roth authored at least 19 papers between 1979 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Resource-Efficient Neural Networks for Embedded Systems.
J. Mach. Learn. Res., 2024

2022
End-to-End Keyword Spotting Using Neural Architecture Search and Quantization.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Resource-Efficient Deep Neural Networks for Automotive Radar Interference Mitigation.
IEEE J. Sel. Top. Signal Process., 2021

2020
Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Quantized Neural Networks for Radar Interference Mitigation.
CoRR, 2020

Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement.
CoRR, 2020

Resource-Efficient Neural Networks for Embedded Systems.
CoRR, 2020

Differentiable TAN Structure Learning for Bayesian Network Classifiers.
Proceedings of the International Conference on Probabilistic Graphical Models, 2020

Parameterized Structured Pruning for Deep Neural Networks.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Resource-Efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning (Full Version).
CoRR, 2019

Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning.
Proceedings of the Testing Software and Systems, 2019

Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018
Hybrid generative-discriminative training of Gaussian mixture models.
Pattern Recognit. Lett., 2018

Efficient and Robust Machine Learning for Real-World Systems.
CoRR, 2018

2016
Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

1979
Was ist EurOnet?
Elektron. Rechenanlagen, 1979


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