Axel Plinge

60 papers A* 2B 3C 3Misc 13Journal 26Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Investigating Target Class Influence on Neural Network Compressibility for Energy-Autonomous Avian Monitoring.
CoRR
Nina Brolich, Simon Geis, Maximilian Kasper, Alexander Barnhill, Axel Plinge, Dominik Seuß
2026 J jnl
Pareto Optimal Benchmarking of AI Models on ARM Cortex Processors for Sustainable Embedded Systems.
CoRR
Pranay Jain, Maximilian Kasper, Göran Köber, Oliver Amft, Axel Plinge, Dominik Seuß
2026 J jnl
PrototypeNAS: Rapid Design of Deep Neural Networks for Microcontroller Units.
CoRR
Mark Deutel, Simon Geis, Axel Plinge
2025 J jnl
Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networks.
CoRR
Alexander Mattick, Maniraman Periyasamy, Christian Ufrecht, Abhishek Y. Dubey, Christopher Mutschler, Axel Plinge, Daniel D. Scherer
2025 — conf
Unsupervised Learning of Variational Autoencoders on Cortex-M Microcontrollers.
MCSoC
Mark Deutel, Axel Plinge, Dominik Seuß, Christopher Mutschler, Frank Hannig, Jürgen Teich
2024 Misc conf
Automated Design in Hybrid Action Spaces by Reinforcement Learning and Differential Evolution.
KI
Quirin Göttl, Haris Asif, Alexander Mattick, Robert Marzilger, Axel Plinge
2024 B conf
BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading.
IJCNN
Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
2024 Misc conf
Comprehensive Library of Variational LSE Solvers.
QCE
Nico Meyer, Martin Röhn, Jakob Murauer, Axel Plinge, Christopher Mutschler, Daniel D. Scherer
2024 J jnl
Comprehensive Library of Variational LSE Solvers.
CoRR
Nico Meyer, Martin Röhn, Jakob Murauer, Axel Plinge, Christopher Mutschler, Daniel D. Scherer
2024 Misc conf
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation Assisted by the Parameter Shift Rule.
QCE
Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer
2024 J jnl
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule.
CoRR
Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer
2024 Misc conf
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks.
QCE
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas Maier
2024 J jnl
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks.
CoRR
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas K. Maier
2024 Misc conf
SCIM MILQ: An HPC Quantum Scheduler.
QCE
Philipp Seitz, Manuel Geiger, Christian Ufrecht, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Christian B. Mendl
2024 Misc conf
Unitary Synthesis of Clifford+T Circuits with Reinforcement Learning.
QCE
Sebastian Rietsch, Abhishek Y. Dubey, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer
2024 Misc conf
Warm-Start Variational Quantum Policy Iteration.
QCE
Nico Meyer, Jakob Murauer, Alexander Popov, Christian Ufrecht, Axel Plinge, Christopher Mutschler, Daniel D. Scherer
2024 J jnl
Warm-Start Variational Quantum Policy Iteration.
CoRR
Nico Meyer, Jakob Murauer, Alexander Popov, Christian Ufrecht, Axel Plinge, Christopher Mutschler, Daniel D. Scherer
2023 Misc conf
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients.
QCE
Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
2023 J jnl
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients.
CoRR
Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
2023 J jnl
Batch Quantum Reinforcement Learning.
CoRR
Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
2023 J jnl
C-MCTS: Safe Planning with Monte Carlo Tree Search.
CoRR
Dinesh Parthasarathy, Georgios D. Kontes, Axel Plinge, Christopher Mutschler
2023 J jnl
Cutting multi-control quantum gates with ZX calculus.
Quantum
Christian Ufrecht, Maniraman Periyasamy, Sebastian Rietsch, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
2023 B conf
Efficient Beam Search for Initial Access Using Collaborative Filtering.
WCNC
George Yammine, Georgios D. Kontes, Norbert Franke, Axel Plinge, Christopher Mutschler
2023 Misc conf
Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning.
QCE
Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann
2023 J jnl
Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning.
CoRR
Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann
2023 A* conf
Quantum Policy Gradient Algorithm with Optimized Action Decoding.
ICML
Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann
2023 J jnl
Uncovering instabilities in variational-quantum deep Q-networks.
J. Frankl. Inst.
Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer
2022 J jnl
A Survey on Quantum Reinforcement Learning.
CoRR
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
2022 — conf
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility.
ITSC
Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
2022 J jnl
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility.
CoRR
Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
2022 J jnl
Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous Driving.
CoRR
Sebastian Rietsch, Shih-Yuan Huang, Georgios D. Kontes, Axel Plinge, Christopher Mutschler
2022 J jnl
Efficient Beam Search for Initial Access Using Collaborative Filtering.
CoRR
George Yammine, Georgios D. Kontes, Norbert Franke, Axel Plinge, Christopher Mutschler
2022 — conf
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies.
ITSC
Lukas M. Schmidt, Sebastian Rietsch, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
2022 J jnl
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies.
CoRR
Lukas M. Schmidt, Sebastian Rietsch, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler
2022 Misc conf
Incremental Data-Uploading for Full-Quantum Classification.
QCE
Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
2022 J jnl
Incremental Data-Uploading for Full-Quantum Classification.
CoRR
Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler
2022 J jnl
Quantum Policy Gradient Algorithm with Optimized Action Decoding.
CoRR
Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann
2022 J jnl
Uncovering Instabilities in Variational-Quantum Deep Q-Networks.
CoRR
Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer
2021 C conf
Can You Trust Your Autonomous Car? Interpretable and Verifiably Safe Reinforcement Learning.
IV
Lukas M. Schmidt, Georgios D. Kontes, Axel Plinge, Christopher Mutschler
2019 A* conf
Perceptual Study of Near-Field Binaural Audio Rendering in Six-Degrees-of-Freedom Virtual Reality.
VR
Olli S. Hurnmukainen, Sebastian J. Schlecht, Thomas Robotham, Axel Plinge, Emanuël Anco Peter Habets
2018 J jnl
Distributed Expectation-Maximization Algorithm for Speaker Localization in Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process.
Yuval Dorfan, Axel Plinge, Gershon Hazan, Sharon Gannot
2017 — —
Acoustic sensor network geometry calibration and applications.
Axel Plinge
2017 J jnl
Bag-of-Features Methods for Acoustic Event Detection and Classification.
IEEE ACM Trans. Audio Speech Lang. Process.
Rene Grzeszick, Axel Plinge, Gernot A. Fink
2017 — conf
Blind microphone geometry calibration using one reverberant speech event.
WASPAA
Ofer Schwartz, Axel Plinge, Emanuël A. P. Habets, Sharon Gannot
2017 B conf
Evaluation of binaural reproduction systems from behavioral patterns in a six-degrees-of-freedom wayfinding task.
QoMEX
Olli Rummukainen, Sebastian J. Schlecht, Axel Plinge, Emanuël A. P. Habets
2017 J jnl
Passive Online Geometry Calibration of Acoustic Sensor Networks.
IEEE Signal Process. Lett.
Axel Plinge, Gernot A. Fink, Sharon Gannot
2016 J jnl
Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms.
IEEE Signal Process. Mag.
Axel Plinge, Florian Jacob, Reinhold Haeb-Umbach, Gernot A. Fink
2016 — conf
Bag-of-Features Acoustic Event Detection for Sensor Networks.
DCASE
Julian Kürby, Rene Grzeszick, Axel Plinge, Gernot A. Fink
2016 — conf
Multi-microphone speech enhancement informed by auditory scene analysis.
SAM
Axel Plinge, Sharon Gannot
2015 — conf
Temporal Acoustic Words for Online Acoustic Event Detection.
GCPR
Rene Grzeszick, Axel Plinge, Gernot A. Fink
2014 Misc conf
A Bag-of-Features approach to acoustic event detection.
ICASSP
Axel Plinge, Rene Grzeszick, Gernot A. Fink
2014 — conf
Geometry calibration of distributed microphone arrays exploiting audio-visual correspondences.
EUSIPCO
Axel Plinge, Gernot A. Fink
2014 — conf
Geometry calibration of multiple microphone arrays in highly reverberant environments.
IWAENC
Axel Plinge, Gernot A. Fink
2014 Misc conf
Multi-speaker tracking using multiple distributed microphone arrays.
ICASSP
Axel Plinge, Gernot A. Fink
2013 — conf
Online multi-speaker tracking using multiple microphone arrays informed by auditory scene analysis.
EUSIPCO
Axel Plinge, Gernot A. Fink
2012 — conf
Reverberation-Robust Online Multi-Speaker Tracking by Using a Microphone Array and CASA Processing.
IWAENC
Axel Plinge, Marius H. Hennecke, Gernot A. Fink
2011 Misc conf
Multiple speaker tracking using a microphone array by combining auditory processing and a gaussian mixture cardinalized probability hypothesis density filter.
ICASSP
Axel Plinge, Daniel Hauschildt, Marius H. Hennecke, Gernot A. Fink
2007 — conf
A System for Control of Hearing Instrument Selection and Adjustment based on Evaluation of Correct Transmission of Speech Elements and Features.
CVHI
Axel Plinge, Dieter Bauer
2002 C conf
Digital Speech Signal Processing to Compensate Severe Sensory Hearing Deficits: The /s, z, C, t/ Transposer Module in Simulation - An Overview and Examples.
ICCHP
Dieter Bauer, Axel Plinge, Martin Finke
2002 C conf
Selective Phoneme Spotting for Realization of an /s, z, C, t/ Transposer.
ICCHP
Dieter Bauer, Axel Plinge, Martin Finke