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Steffen Illium
Steffen Illium
Research Associate, PhD. Student, LMU Munich
Verified email at ifi.lmu.de - Homepage
Title
Cited by
Cited by
Year
Acoustic anomaly detection for machine sounds based on image transfer learning
R Müller, F Ritz, S Illium, C Linnhoff-Popien
arXiv preprint arXiv:2006.03429, 2020
492020
Analysis of feature representations for anomalous sound detection
R Müller, S Illium, F Ritz, K Schmid
arXiv preprint arXiv:2012.06282, 2020
222020
Acoustic leak detection in water networks
R Müller, S Illium, F Ritz, T Schröder, C Platschek, J Ochs, ...
arXiv preprint arXiv:2012.06280, 2020
162020
Visual Transformers for Primates Classification and Covid Detection
S Illium, R Müller, A Sedlmeier, CL Popien
Proc. Interspeech 2021, 451-455, 2021
142021
Surgical mask detection with convolutional neural networks and data augmentations on spectrograms
S Illium, R Müller, A Sedlmeier, C Linnhoff-Popien
arXiv preprint arXiv:2008.04590, 2020
142020
Policy entropy for out-of-distribution classification
A Sedlmeier, R Müller, S Illium, C Linnhoff-Popien
Artificial Neural Networks and Machine Learning–ICANN 2020: 29th …, 2020
142020
Towards anomaly detection in reinforcement learning
R Müller, S Illium, T Phan, T Haider, C Linnhoff-Popien
Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
122022
A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds
M Friedrich, S Illium, PA Fayolle, C Linnhoff-Popien
15th International Joint Conference on Computer Graphics Theory and Applications, 2020
102020
Deep recurrent interpolation networks for anomalous sound detection
R Müller, S Illium, C Linnhoff-Popien
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
72021
Self-replication in neural networks
T Gabor, S Illium, M Zorn, C Lenta, A Mattausch, L Belzner, ...
Artificial Life 28 (2), 205-223, 2022
62022
Goals for self-replicating neural networks
T Gabor, S Illium, M Zorn, C Linnhoff-Popien
ALIFE 2021: The 2021 Conference on Artificial Life, 2021
52021
Deep neural baselines for computational paralinguistics
D Elsner, S Langer, F Ritz, R Mueller, S Illium
arXiv preprint arXiv:1907.02864, 2019
52019
A Deep and Recurrent Architecture for Primate Vocalization Classification
R Müller, S Illium, C Linnhoff-Popien
Proc. Interspeech 2021, 461-465, 2021
42021
CSG tree extraction from 3D point clouds and meshes using a hybrid approach
M Friedrich, S Illium, PA Fayolle, C Linnhoff-Popien
International Joint Conference on Computer Vision, Imaging and Computer …, 2020
32020
What to do in the meantime: A service coverage analysis for parked autonomous vehicles
S Illium, PA Friese, R Müller, S Feld
AGILE: GIScience Series 1, 7, 2020
22020
Soccer Team Vectors
R Müller, S Langer, F Ritz, C Roch, S Illium, C Linnhoff-Popien
Machine Learning and Knowledge Discovery in Databases: International …, 2020
22020
Constructing organism networks from collaborative self-replicators
S Illium, M Zorn, C Lenta, M Kölle, C Linnhoff-Popien, T Gabor
2022 IEEE Symposium Series on Computational Intelligence (SSCI), 1268-1275, 2022
12022
Case-Based Inverse Reinforcement Learning Using Temporal Coherence
J Nüßlein, S Illium, R Müller, T Gabor, C Linnhoff-Popien
International Conference on Case-Based Reasoning, 304-317, 2022
12022
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks
S Illium, T Schillman, R Müller, T Gabor, C Linnhoff-Popien
14th International Conference on Agents and Artificial Intelligence: ICAART …, 2022
12022
Deep Recurrent Interpolation Networks for Anomalous Sound Detection
R Muller, S Illium, C Linnhoff-Popien
2021 International Joint Conference on Neural Networks (IJCNN), 2021
12021
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