Steffen Illium

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 40

Top Topics

Temporal Coherence

Reinforcement Learning

Top Venues

Publications

Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms. CoRR (2024)
Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. ICAART (1) (2024)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
VoronoiPatches: Evaluating a New Data Augmentation Method. ICAART (3) (2023)
Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien
Compression of GPS Trajectories using Autoencoders. CoRR (2023)
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning. DeLTA (2023)
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
Improving Primate Sounds Classification using Binary Presorting for Deep Learning. CoRR (2023)
Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien
Compression of GPS Trajectories Using Autoencoders. ICAART (3) (2023)
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. CoRR (2022)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
VoronoiPatches: Evaluating A New Data Augmentation Method. CoRR (2022)
Thomas Gabor, Steffen Illium, Maximilian Zorn, Cristian Lenta, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien
Self-Replication in Neural Networks. Artif. Life 28 (2) (2022)
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
Constructing Organism Networks from Collaborative Self-Replicators. SSCI (2022)
Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien
Towards Anomaly Detection in Reinforcement Learning. AAMAS (2022)
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
Constructing Organism Networks from Collaborative Self-Replicators. CoRR (2022)
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
Visual Transformers for Primates Classification and Covid Detection. CoRR (2022)
Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. CoRR (2022)
Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. ICAART (3) (2022)
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. ICCBR (2022)
Robert Müller, Steffen Illium, Fabian Ritz, Kyrill Schmid
Analysis of Feature Representations for Anomalous Sound Detection. ICAART (2) (2021)
Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. ICAART (2) (2021)
Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
Deep Recurrent Interpolation Networks for Anomalous Sound Detection. IJCNN (2021)
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
Visual Transformers for Primates Classification and Covid Detection. Interspeech (2021)
Thomas Gabor, Steffen Illium, Maximilian Zorn, Claudia Linnhoff-Popien
Goals for Self-Replicating Neural Networks. ALIFE (2021)
Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien
Acoustic Leak Detection in Water Networks. ICAART (2) (2021)
Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
A Deep and Recurrent Architecture for Primate Vocalization Classification. Interspeech (2021)
Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. CoRR (2020)
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. CoRR (2020)
Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner
Trajectory annotation using sequences of spatial perception. CoRR (2020)
Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
Policy Entropy for Out-of-Distribution Classification. ICANN (2) (2020)
Robert Müller, Steffen Illium, Fabian Ritz, Kyrill Schmid
Analysis of Feature Representations for Anomalous Sound Detection. CoRR (2020)
Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien
Acoustic Leak Detection in Water Networks. CoRR (2020)
Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
Policy Entropy for Out-of-Distribution Classification. CoRR (2020)
Markus Friedrich, Steffen Illium, Pierre-Alain Fayolle, Claudia Linnhoff-Popien
CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach. VISIGRAPP (Revised Selected Papers) (2020)
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. INTERSPEECH (2020)
Markus Friedrich, Steffen Illium, Pierre-Alain Fayolle, Claudia Linnhoff-Popien
A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds. VISIGRAPP (1: GRAPP) (2020)
Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien
Soccer Team Vectors. CoRR (2019)
Thomas Gabor, Steffen Illium, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien
Self-Replication in Neural Networks. ALIFE (2019)
Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien
Soccer Team Vectors. PKDD/ECML Workshops (2) (2019)
Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Müller, Steffen Illium
Deep Neural Baselines for Computational Paralinguistics. INTERSPEECH (2019)
Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Müller, Steffen Illium
Deep Neural Baselines for Computational Paralinguistics. CoRR (2019)
Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner
Trajectory annotation using sequences of spatial perception. SIGSPATIAL/GIS (2018)