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ORCIDSteffen Illium
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2020 – today
- 2024
[c24]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: 59-70- [c23]Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor:
Emergence in Multi-agent Systems: A Safety Perspective. ISoLA (2) 2024: 104-120 - [i17]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 abs/2401.07056 (2024) - [i16]Philipp Altmann, Julian Schönberger, Steffen Illium, Maximilian Zorn, Fabian Ritz, Tom Haider, Simon Burton, Thomas Gabor:
Emergence in Multi-Agent Systems: A Safety Perspective. CoRR abs/2408.04514 (2024) - 2023
- [c22]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: 19-34 - [c21]Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien:
VoronoiPatches: Evaluating a New Data Augmentation Method. ICAART (3) 2023: 350-357 - [c20]Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien:
Compression of GPS Trajectories Using Autoencoders. ICAART (3) 2023: 829-836 - [i15]Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien:
Compression of GPS Trajectories using Autoencoders. CoRR abs/2301.07420 (2023) - [i14]Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien:
Improving Primate Sounds Classification using Binary Presorting for Deep Learning. CoRR abs/2306.16054 (2023) - 2022
- [j1]Thomas Gabor, Steffen Illium, Maximilian Zorn, Cristian Lenta, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien:
Self-Replication in Neural Networks. Artif. Life 28(2): 205-223 (2022) - [c19]Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien:
Towards Anomaly Detection in Reinforcement Learning. AAMAS 2022: 1799-1803 - [c18]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: 308-315 - [c17]Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien:
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. ICCBR 2022: 304-317 - [c16]Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor:
Constructing Organism Networks from Collaborative Self-Replicators. SSCI 2022: 1268-1275 - [i13]Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien:
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. CoRR abs/2206.05827 (2022) - [i12]Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien:
VoronoiPatches: Evaluating A New Data Augmentation Method. CoRR abs/2212.10054 (2022) - [i11]Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor:
Constructing Organism Networks from Collaborative Self-Replicators. CoRR abs/2212.10078 (2022) - [i10]Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien:
Visual Transformers for Primates Classification and Covid Detection. CoRR abs/2212.10093 (2022) - [i9]Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien:
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. CoRR abs/2212.11085 (2022) - 2021
- [c15]Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien:
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. ICAART (2) 2021: 49-56 - [c14]Robert Müller, Steffen Illium, Fabian Ritz, Kyrill Schmid:
Analysis of Feature Representations for Anomalous Sound Detection. ICAART (2) 2021: 97-106 - [c13]Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien:
Acoustic Leak Detection in Water Networks. ICAART (2) 2021: 306-313 - [c12]Robert Müller, Steffen Illium, Claudia Linnhoff-Popien:
Deep Recurrent Interpolation Networks for Anomalous Sound Detection. IJCNN 2021: 1-7 - [c11]Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien:
Visual Transformers for Primates Classification and Covid Detection. Interspeech 2021: 451-455 - [c10]Robert Müller, Steffen Illium, Claudia Linnhoff-Popien:
A Deep and Recurrent Architecture for Primate Vocalization Classification. Interspeech 2021: 461-465 - [c9]Thomas Gabor, Steffen Illium, Maximilian Zorn, Claudia Linnhoff-Popien:
Goals for Self-Replicating Neural Networks. ALIFE 2021: 101 - 2020
- [c8]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: 38-48 - [c7]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: 53-79 - [c6]Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien:
Policy Entropy for Out-of-Distribution Classification. ICANN (2) 2020: 420-431 - [c5]Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien:
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. INTERSPEECH 2020: 2052-2056 - [i8]Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner:
Trajectory annotation using sequences of spatial perception. CoRR abs/2004.05383 (2020) - [i7]Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien:
Policy Entropy for Out-of-Distribution Classification. CoRR abs/2005.12069 (2020) - [i6]Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien:
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. CoRR abs/2006.03429 (2020) - [i5]Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien:
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. CoRR abs/2008.04590 (2020) - [i4]Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien:
Acoustic Leak Detection in Water Networks. CoRR abs/2012.06280 (2020) - [i3]Robert Müller, Steffen Illium, Fabian Ritz, Kyrill Schmid:
Analysis of Feature Representations for Anomalous Sound Detection. CoRR abs/2012.06282 (2020)
2010 – 2019
- 2019
- [c4]Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Müller, Steffen Illium:
Deep Neural Baselines for Computational Paralinguistics. INTERSPEECH 2019: 2388-2392 - [c3]Thomas Gabor, Steffen Illium, Andy Mattausch, Lenz Belzner, Claudia Linnhoff-Popien:
Self-Replication in Neural Networks. ALIFE 2019: 424-431 - [c2]Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien:
Soccer Team Vectors. PKDD/ECML Workshops (2) 2019: 247-257 - [i2]Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Müller, Steffen Illium:
Deep Neural Baselines for Computational Paralinguistics. CoRR abs/1907.02864 (2019) - [i1]Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien:
Soccer Team Vectors. CoRR abs/1908.00698 (2019) - 2018
- [c1]Sebastian Feld, Steffen Illium, Andreas Sedlmeier, Lenz Belzner:
Trajectory annotation using sequences of spatial perception. SIGSPATIAL/GIS 2018: 329-338
Coauthor Index
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last updated on 2024-11-11 22:29 CET by the dblp team
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