Steffen Illium
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
6
Active years
2019–2024
Best venue rank
B
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICAART | Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. | Michael Klle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien |
| 2024 | ISoLA | Emergence in Multi-agent Systems: A Safety Perspective. | Philipp Altmann, Julian Schnberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor |
| 2023 | ICAART | VoronoiPatches: Evaluating a New Data Augmentation Method. | Steffen Illium, Gretchen Griffin, Michael Klle, Maximilian Zorn, Jonas Nlein, Claudia Linnhoff-Popien |
| 2023 | ICAART | Compression of GPS Trajectories Using Autoencoders. | Michael Klle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien |
| 2022 | ICAART | Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. | Steffen Illium, Thore Schillman, Robert Mller, Thomas Gabor, Claudia Linnhoff-Popien |
| 2022 | ICCBR | Case-Based Inverse Reinforcement Learning Using Temporal Coherence. | Jonas Nlein, Steffen Illium, Robert Mller, Thomas Gabor, Claudia Linnhoff-Popien |
| 2021 | ICAART | Analysis of Feature Representations for Anomalous Sound Detection. | Robert Mller, Steffen Illium, Fabian Ritz, Kyrill Schmid |
| 2021 | ICAART | Acoustic Leak Detection in Water Networks. | Robert Mller, Steffen Illium, Fabian Ritz, Tobias Schrder, Christian Platschek, Jrg Ochs, Claudia Linnhoff-Popien |
| 2021 | ICAART | Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. | Robert Mller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien |
| 2021 | IJCNN | Deep Recurrent Interpolation Networks for Anomalous Sound Detection. | Robert Mller, Steffen Illium, Claudia Linnhoff-Popien |
| 2021 | Interspeech | Visual Transformers for Primates Classification and Covid Detection. | Steffen Illium, Robert Mller, Andreas Sedlmeier, Claudia Linnhoff-Popien |
| 2021 | Interspeech | A Deep and Recurrent Architecture for Primate Vocalization Classification. | Robert Mller, Steffen Illium, Claudia Linnhoff-Popien |
| 2020 | ICANN | Policy Entropy for Out-of-Distribution Classification. | Andreas Sedlmeier, Robert Mller, Steffen Illium, Claudia Linnhoff-Popien |
| 2020 | Interspeech | Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. | Steffen Illium, Robert Mller, Andreas Sedlmeier, Claudia Linnhoff-Popien |
| 2019 | Interspeech | Deep Neural Baselines for Computational Paralinguistics. | Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Mller, Steffen Illium |