Steffen Illium

43 papers A 5B 1C 3Misc 1Journal 18Unranked 15
YearRankTypeTitle / Venue / Authors
2024 — conf
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms.
ICAART (1)
Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien
2024 J jnl
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms.
CoRR
Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien
2024 J jnl
Emergence in Multi-Agent Systems: A Safety Perspective.
CoRR
Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor
2024 — conf
Emergence in Multi-agent Systems: A Safety Perspective.
ISoLA (2)
Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor
2023 — conf
Compression of GPS Trajectories Using Autoencoders.
ICAART (3)
Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien
2023 J jnl
Compression of GPS Trajectories using Autoencoders.
CoRR
Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien
2023 — conf
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning.
DeLTA
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
2023 J jnl
Improving Primate Sounds Classification using Binary Presorting for Deep Learning.
CoRR
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
2023 — conf
VoronoiPatches: Evaluating a New Data Augmentation Method.
ICAART (3)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
2022 C conf
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
ICCBR
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022 J jnl
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
CoRR
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022 — conf
Constructing Organism Networks from Collaborative Self-Replicators.
SSCI
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
2022 J jnl
Constructing Organism Networks from Collaborative Self-Replicators.
CoRR
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
2022 — conf
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks.
ICAART (3)
Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022 J jnl
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks.
CoRR
Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022 J jnl
Self-Replication in Neural Networks.
Artif. Life
Thomas Gabor, Steffen Illium, Maximilian Zorn, Cristian Lenta, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien
2022 A conf
Towards Anomaly Detection in Reinforcement Learning.
AAMAS
Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien
2022 J jnl
Visual Transformers for Primates Classification and Covid Detection.
CoRR
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
2022 J jnl
VoronoiPatches: Evaluating A New Data Augmentation Method.
CoRR
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
2021 A conf
A Deep and Recurrent Architecture for Primate Vocalization Classification.
Interspeech
Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
2021 — conf
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning.
ICAART (2)
Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien
2021 — conf
Acoustic Leak Detection in Water Networks.
ICAART (2)
Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien
2021 — conf
Analysis of Feature Representations for Anomalous Sound Detection.
ICAART (2)
Robert Müller, Steffen Illium, Fabian Ritz, Kyrill Schmid
2021 B conf
Deep Recurrent Interpolation Networks for Anomalous Sound Detection.
IJCNN
Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
2021 C conf
Goals for Self-Replicating Neural Networks.
ALIFE
Thomas Gabor, Steffen Illium, Maximilian Zorn, Claudia Linnhoff-Popien
2021 A conf
Visual Transformers for Primates Classification and Covid Detection.
Interspeech
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
2020 Misc conf
A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds.
VISIGRAPP (1: GRAPP)
Markus Friedrich, Steffen Illium, Pierre-Alain Fayolle, Claudia Linnhoff-Popien
2020 J jnl
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning.
CoRR
Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien
2020 J jnl
Acoustic Leak Detection in Water Networks.
CoRR
Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien
2020 J jnl
Analysis of Feature Representations for Anomalous Sound Detection.
CoRR
Robert Müller, Steffen Illium, Fabian Ritz, Kyrill Schmid
2020 — conf
CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach.
VISIGRAPP (Revised Selected Papers)
Markus Friedrich, Steffen Illium, Pierre-Alain Fayolle, Claudia Linnhoff-Popien
2020 — conf
Policy Entropy for Out-of-Distribution Classification.
ICANN (2)
Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
2020 J jnl
Policy Entropy for Out-of-Distribution Classification.
CoRR
Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
2020 A conf
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms.
INTERSPEECH
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
2020 J jnl
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms.
CoRR
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
2020 J jnl
Trajectory annotation using sequences of spatial perception.
CoRR
Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner
2020 — conf
What to do in the Meantime: A Service Coverage Analysis for Parked Autonomous Vehicles.
AGILE Conf.
Steffen Illium, Philipp Andreas Friese, Robert Müller, Sebastian Feld
2019 A conf
Deep Neural Baselines for Computational Paralinguistics.
INTERSPEECH
Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Müller, Steffen Illium
2019 J jnl
Deep Neural Baselines for Computational Paralinguistics.
CoRR
Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Müller, Steffen Illium
2019 C conf
Self-Replication in Neural Networks.
ALIFE
Thomas Gabor, Steffen Illium, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien
2019 — conf
Soccer Team Vectors.
PKDD/ECML Workshops (2)
Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien
2019 J jnl
Soccer Team Vectors.
CoRR
Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien
2018 — conf
Trajectory annotation using sequences of spatial perception.
SIGSPATIAL/GIS
Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner