Axel Plinge

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 35

Top Venues

CoRR

QCE

IEEE ACM Trans. Audio Speech Lang. Process.

ITSC

Technical University of Dortmund, Germany (PHD)

Education History

Technical University of Dortmund, Germany

PHD

Publications

Nico Meyer, Martin Röhn, Jakob Murauer, Axel Plinge, Christopher Mutschler, Daniel D. Scherer
Comprehensive Library of Variational LSE Solvers. CoRR (2024)
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas K. Maier
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks. CoRR (2024)
Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule. CoRR (2024)
Nico Meyer, Jakob Murauer, Alexander Popov, Christian Ufrecht, Axel Plinge, Christopher Mutschler, Daniel D. Scherer
Warm-Start Variational Quantum Policy Iteration. CoRR (2024)
George Yammine, Georgios D. Kontes, Norbert Franke, Axel Plinge, Christopher Mutschler
Efficient Beam Search for Initial Access Using Collaborative Filtering. WCNC (2023)
Dinesh Parthasarathy, Georgios D. Kontes, Axel Plinge, Christopher Mutschler
C-MCTS: Safe Planning with Monte Carlo Tree Search. CoRR (2023)
Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients. QCE (2023)
Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann
Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning. CoRR (2023)
Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann
Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning. QCE (2023)
Christian Ufrecht, Maniraman Periyasamy, Sebastian Rietsch, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
Cutting multi-control quantum gates with ZX calculus. Quantum 7 (2023)
Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer
Uncovering instabilities in variational-quantum deep Q-networks. J. Frankl. Inst. 360 (17) (2023)
Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann
Quantum Policy Gradient Algorithm with Optimized Action Decoding. ICML (2023)
Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
Batch Quantum Reinforcement Learning. CoRR (2023)
Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients. CoRR (2023)
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
A Survey on Quantum Reinforcement Learning. CoRR (2022)
Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility. ITSC (2022)
Lukas M. Schmidt, Sebastian Rietsch, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies. CoRR (2022)
Lukas M. Schmidt, Sebastian Rietsch, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies. ITSC (2022)
Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
Incremental Data-Uploading for Full-Quantum Classification. CoRR (2022)
Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer
Uncovering Instabilities in Variational-Quantum Deep Q-Networks. CoRR (2022)
Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility. CoRR (2022)
Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
Incremental Data-Uploading for Full-Quantum Classification. QCE (2022)
Sebastian Rietsch, Shih-Yuan Huang, Georgios D. Kontes, Axel Plinge, Christopher Mutschler
Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous Driving. CoRR (2022)
George Yammine, Georgios D. Kontes, Norbert Franke, Axel Plinge, Christopher Mutschler
Efficient Beam Search for Initial Access Using Collaborative Filtering. CoRR (2022)
Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann
Quantum Policy Gradient Algorithm with Optimized Action Decoding. CoRR (2022)
Lukas M. Schmidt, Georgios D. Kontes, Axel Plinge, Christopher Mutschler
Can You Trust Your Autonomous Car? Interpretable and Verifiably Safe Reinforcement Learning. IV (2021)
Olli S. Hurnmukainen, Sebastian J. Schlecht, Thomas Robotham, Axel Plinge, Emanuël Anco Peter Habets
Perceptual Study of Near-Field Binaural Audio Rendering in Six-Degrees-of-Freedom Virtual Reality. VR (2019)
Yuval Dorfan, Axel Plinge, Gershon Hazan, Sharon Gannot
Distributed Expectation-Maximization Algorithm for Speaker Localization in Reverberant Environments. IEEE ACM Trans. Audio Speech Lang. Process. 26 (3) (2018)
Rene Grzeszick, Axel Plinge, Gernot A. Fink
Bag-of-Features Methods for Acoustic Event Detection and Classification. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Ofer Schwartz, Axel Plinge, Emanuël A. P. Habets, Sharon Gannot
Blind microphone geometry calibration using one reverberant speech event. WASPAA (2017)
Axel Plinge, Gernot A. Fink, Sharon Gannot
Passive Online Geometry Calibration of Acoustic Sensor Networks. IEEE Signal Process. Lett. 24 (3) (2017)
Olli Rummukainen, Sebastian J. Schlecht, Axel Plinge, Emanuël A. P. Habets
Evaluation of binaural reproduction systems from behavioral patterns in a six-degrees-of-freedom wayfinding task. QoMEX (2017)
Axel Plinge, Florian Jacob, Reinhold Haeb-Umbach, Gernot A. Fink
Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms. IEEE Signal Process. Mag. 33 (4) (2016)
Julian Kürby, Rene Grzeszick, Axel Plinge, Gernot A. Fink
Bag-of-Features Acoustic Event Detection for Sensor Networks. DCASE (2016)
Axel Plinge, Sharon Gannot
Multi-microphone speech enhancement informed by auditory scene analysis. SAM (2016)
Rene Grzeszick, Axel Plinge, Gernot A. Fink
Temporal Acoustic Words for Online Acoustic Event Detection. GCPR (2015)
Axel Plinge, Gernot A. Fink
Geometry calibration of distributed microphone arrays exploiting audio-visual correspondences. EUSIPCO (2014)
Axel Plinge, Gernot A. Fink
Geometry calibration of multiple microphone arrays in highly reverberant environments. IWAENC (2014)
Axel Plinge, Rene Grzeszick, Gernot A. Fink
A Bag-of-Features approach to acoustic event detection. ICASSP (2014)
Axel Plinge, Gernot A. Fink
Multi-speaker tracking using multiple distributed microphone arrays. ICASSP (2014)
Axel Plinge, Gernot A. Fink
Online multi-speaker tracking using multiple microphone arrays informed by auditory scene analysis. EUSIPCO (2013)
Axel Plinge, Marius H. Hennecke, Gernot A. Fink
Reverberation-Robust Online Multi-Speaker Tracking by Using a Microphone Array and CASA Processing. IWAENC (2012)
Axel Plinge, Daniel Hauschildt, Marius H. Hennecke, Gernot A. Fink
Multiple speaker tracking using a microphone array by combining auditory processing and a gaussian mixture cardinalized probability hypothesis density filter. ICASSP (2011)
Axel Plinge, Dieter Bauer
A System for Control of Hearing Instrument Selection and Adjustment based on Evaluation of Correct Transmission of Speech Elements and Features. CVHI (2007)
Dieter Bauer, Axel Plinge, Martin Finke
Selective Phoneme Spotting for Realization of an /s, z, C, t/ Transposer. ICCHP (2002)
Dieter Bauer, Axel Plinge, Martin Finke
Digital Speech Signal Processing to Compensate Severe Sensory Hearing Deficits: The /s, z, C, t/ Transposer Module in Simulation - An Overview and Examples. ICCHP (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Axel Plinge