- 2024
- Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell:
ATGNN: Audio Tagging Graph Neural Network. IEEE Signal Process. Lett. 31: 825-829 (2024) - Scott Friedman, Joan Zheng, Hillel Steinmetz:
Debiasing Multi-Entity Aspect-Based Sentiment Analysis with Norm-Based Data Augmentation. LREC/COLING 2024: 4456-4461 - Enno Adler, Stefan Böttcher, Rita Hartel:
ITR: Grammar-based graph compression supporting fast triple queries. DCC 2024: 545 - Marcel Steinmetz, Sylvie Thiébaux, Daniel Höller, Florent Teichteil-Königsbuch:
Explaining the Space of SSP Policies via Policy-Property Dependencies: Complexity, Algorithms, and Relation to Multi-Objective Planning. ICAPS 2024: 555-564 - Hanzhi Yin, Gang Cheng, Christian J. Steinmetz, Ruibin Yuan, Richard M. Stern, Roger B. Dannenberg:
Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models. CoRR abs/2403.16331 (2024) - 2023
- Jair Augusto Bottega, Victor Augusto Kich, Junior Costa de Jesus, Raul Steinmetz, Alisson Henrique Kolling, Ricardo Bedin Grando, Rodrigo da Silva Guerra, Daniel Fernando Tello Gamarra:
Jubileo: An Immersive Simulation Framework for Social Robot Design. J. Intell. Robotic Syst. 109(4): 91 (2023) - Jaroslav Hrdina, Dietmar Hildenbrand, Ales Návrat, Christian Steinmetz, Rafael Alves, Carlile Lavor, Petr Vasík, Ivan Eryganov:
Quantum Register Algebra: the mathematical language for quantum computing. Quantum Inf. Process. 22(9): 328 (2023) - Timo P. Gros, Holger Hermanns, Jörg Hoffmann, Michaela Klauck, Marcel Steinmetz:
Analyzing neural network behavior through deep statistical model checking. Int. J. Softw. Tools Technol. Transf. 25(3): 407-426 (2023) - Philipp Sauer, Marcel Steinmetz, Robert Künnemann, Jörg Hoffmann:
Lifted Stackelberg Planning. ICAPS 2023: 370-374 - Pegah Golchin, Chengbo Zhou, Pratyush Agnihotri, Mehrdad Hajizadeh, Ralf Kundel, Ralf Steinmetz:
CML-IDS: Enhancing Intrusion Detection in SDN Through Collaborative Machine Learning. CNSM 2023: 1-9 - Gerrit Burmester, David Kugelmann, Dietrich Steinmetz, Hui Ma, Sven Hartmann:
A Conceptual Modeling Approach for Risk Assessment and Mitigation in Collision-Free UAV Routing Planning for Beyond-the-Visual-Line-of-Sight Flights. ER 2023: 394-411 - Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss:
Modelling Black-Box Audio Effects with Time-Varying Feature Modulation. ICASSP 2023: 1-5 - Yizi Zhang, Tianxiao He, Julien Boussard, Charles Windolf, Olivier Winter, Eric Trautmann, Noam Roth, Hailey Barrell, Mark Churchland, Nicholas A Steinmetz, Erdem Varol, Cole L. Hurwitz, Liam Paninski:
Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes. NeurIPS 2023 - Linda Dotto de Moraes, Victor Augusto Kich, Alisson Henrique Kolling, Jair Augusto Bottega, Raul Steinmetz, Emerson Cassiano da Silva, Ricardo Bedin Grando, Anselmo Rafael Cuckla, Daniel Fernando Tello Gamarra:
Double Deep Reinforcement Learning Techniques for Low Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots. CoRR abs/2301.11173 (2023) - Scott H. Hawley, Christian J. Steinmetz:
Leveraging Neural Representations for Audio Manipulation. CoRR abs/2304.04394 (2023) - Enno Adler, Stefan Böttcher, Rita Hartel:
ITR: A grammar-based graph compressor supporting fast neighborhood queries. CoRR abs/2306.01028 (2023) - Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell:
ATGNN: Audio Tagging Graph Neural Network. CoRR abs/2311.01526 (2023) - 2022
- Yassin Alkhalili, Jannis Weil, Anam Tahir, Tobias Meuser, Boris Koldehofe, Andreas Mauthe, Heinz Koeppl, Ralf Steinmetz:
Towards QoE-Driven Optimization of Multi-Dimensional Content Streaming. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 80 (2022) - Ralf Kundel, Paul Stiegele, Dat Tran, Julian Zobel, Osama Abboud, Rhaban Hark, Ralf Steinmetz:
User Space Packet Schedulers: Towards Rapid Prototyping of Queue-Management Algorithms. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 80 (2022) - Veronika Batzdorfer, Holger Steinmetz, Marco Biella, Meysam Alizadeh:
Conspiracy theories on Twitter: emerging motifs and temporal dynamics during the COVID-19 pandemic. Int. J. Data Sci. Anal. 13(4): 315-333 (2022) - Stefan Borgwardt, Jörg Hoffmann, Alisa Kovtunova, Markus Krötzsch, Bernhard Nebel, Marcel Steinmetz:
Expressivity of Planning with Horn Description Logic Ontologies. AAAI 2022: 5503-5511 - Marcel Steinmetz, Jörg Hoffmann, Alisa Kovtunova, Stefan Borgwardt:
Classical Planning with Avoid Conditions. AAAI 2022: 9944-9952 - Thorsten Klößner, Marcel Steinmetz, Álvaro Torralba, Jörg Hoffmann:
Pattern Selection Strategies for Pattern Databases in Probabilistic Planning. ICAPS 2022: 184-192 - Marcel Steinmetz, Daniel Fiser, Hasan Ferit Eniser, Patrick Ferber, Timo P. Gros, Philippe Heim, Daniel Höller, Xandra Schuler, Valentin Wüstholz, Maria Christakis, Jörg Hoffmann:
Debugging a Policy: Automatic Action-Policy Testing in AI Planning. ICAPS 2022: 353-361 - Marcel Vinzent, Marcel Steinmetz, Jörg Hoffmann:
Neural Network Action Policy Verification via Predicate Abstraction. ICAPS 2022: 371-379 - Stefan Borgwardt, Jörg Hoffmann, Alisa Kovtunova, Markus Krötzsch, Bernhard Nebel, Marcel Steinmetz:
Expressivity of Planning with Horn Description Logic Ontologies (Extended Abstract). Description Logics 2022 - Dietrich Steinmetz, Felix Merz, Gerrit Burmester, Hui Ma, Sven Hartmann:
A Modeling Rule for Improving the Performance of Graph Models. ER 2022: 336-346 - Ralf Kundel, Leonhard Nobach, Hans-Joerg Kolbe, Tobias Meuser, Ralf Steinmetz:
FPGA-assisted Massive Packet Queueing and Traffic Shaping at the Network Edge. FCCM 2022: 1 - Ralf Kundel, Tobias Meuser, Timo Koppe, Rhaban Hark, Ralf Steinmetz:
User Plane Hardware Acceleration in Access Networks: Experiences in Offloading Network Functions in Real 5G Deployments. HICSS 2022: 1-10