Trajectory annotation using sequences of spatial perception. - Sebastian Feld; Steffen Illium; Andreas Sedlmeier; Lenz Belzner (SIGSPATIAL/GIS, 2018)

Deep Neural Baselines for Computational Paralinguistics. - Daniel Elsner; Stefan Langer; Fabian Ritz; Robert Müller 005; Steffen Illium (INTERSPEECH, 2019)

Self-Replication in Neural Networks. - Thomas Gabor; Steffen Illium; Andy Mattausch; Lenz Belzner; Claudia Linnhoff-Popien (ALIFE, 2019)

Soccer Team Vectors. - Robert Müller 005; Stefan Langer; Fabian Ritz; Christoph Roch; Steffen Illium; Claudia Linnhoff-Popien (PKDD/ECML Workshops (2), 2019)

What to do in the Meantime: A Service Coverage Analysis for Parked Autonomous Vehicles. - Steffen Illium; Philipp Andreas Friese; Robert Müller 005; Sebastian Feld (AGILE Conf., 2020)

A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds. - Markus Friedrich 001; Steffen Illium; Pierre-Alain Fayolle; Claudia Linnhoff-Popien (VISIGRAPP (1: GRAPP), 2020)

CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach. - Markus Friedrich 001; Steffen Illium; Pierre-Alain Fayolle; Claudia Linnhoff-Popien (VISIGRAPP (Revised Selected Papers), 2020)

Policy Entropy for Out-of-Distribution Classification. - Andreas Sedlmeier; Robert Müller 005; Steffen Illium; Claudia Linnhoff-Popien (ICANN (2), 2020)

Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. - Steffen Illium; Robert Müller 005; Andreas Sedlmeier; Claudia Linnhoff-Popien (INTERSPEECH, 2020)

Analysis of Feature Representations for Anomalous Sound Detection. - Robert Müller 005; Steffen Illium; Fabian Ritz; Kyrill Schmid (ICAART (2), 2021)

Acoustic Leak Detection in Water Networks. - Robert Müller 005; Steffen Illium; Fabian Ritz; Tobias Schröder; Christian Platschek; Jörg Ochs; Claudia Linnhoff-Popien (ICAART (2), 2021)

Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. - Robert Müller 005; Fabian Ritz; Steffen Illium; Claudia Linnhoff-Popien (ICAART (2), 2021)

Deep Recurrent Interpolation Networks for Anomalous Sound Detection. - Robert Müller 005; Steffen Illium; Claudia Linnhoff-Popien (IJCNN, 2021)

Visual Transformers for Primates Classification and Covid Detection. - Steffen Illium; Robert Müller 005; Andreas Sedlmeier; Claudia Linnhoff-Popien (Interspeech, 2021)

A Deep and Recurrent Architecture for Primate Vocalization Classification. - Robert Müller 005; Steffen Illium; Claudia Linnhoff-Popien (Interspeech, 2021)

Goals for Self-Replicating Neural Networks. - Thomas Gabor; Steffen Illium; Maximilian Zorn; Claudia Linnhoff-Popien (ALIFE, 2021)

Towards Anomaly Detection in Reinforcement Learning. - Robert Müller 005; Steffen Illium; Thomy Phan; Tom Haider; Claudia Linnhoff-Popien (AAMAS, 2022)

Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. - Steffen Illium; Thore Schillman; Robert Müller 005; Thomas Gabor; Claudia Linnhoff-Popien (ICAART (3), 2022)

Case-Based Inverse Reinforcement Learning Using Temporal Coherence. - Jonas Nüßlein; Steffen Illium; Robert Müller 005; Thomas Gabor; Claudia Linnhoff-Popien (ICCBR, 2022)

Constructing Organism Networks from Collaborative Self-Replicators. - Steffen Illium; Maximilian Zorn; Cristian Lenta; Michael Kölle 001; Claudia Linnhoff-Popien; Thomas Gabor (SSCI, 2022)

Self-Replication in Neural Networks. - Thomas Gabor; Steffen Illium; Maximilian Zorn; Cristian Lenta; Andy Mattausch; Lenz Belzner; Claudia Linnhoff-Popien (Artif. Life, 2022)

Improving Primate Sounds Classification Using Binary Presorting for Deep Learning. - Michael Kölle 001; Steffen Illium; Maximilian Zorn; Jonas Nüßlein; Patrick Suchostawski; Claudia Linnhoff-Popien (DeLTA, 2023)

VoronoiPatches: Evaluating a New Data Augmentation Method. - Steffen Illium; Gretchen Griffin; Michael Kölle 001; Maximilian Zorn; Jonas Nüßlein; Claudia Linnhoff-Popien (ICAART (3), 2023)

Compression of GPS Trajectories Using Autoencoders. - Michael Kölle 001; Steffen Illium; Carsten Hahn; Lorenz Schauer; Johannes Hutter; Claudia Linnhoff-Popien (ICAART (3), 2023)

Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. - Michael Kölle 001; Yannick Erpelding; Fabian Ritz; Thomy Phan; Steffen Illium; Claudia Linnhoff-Popien (ICAART (1), 2024)

Emergence in Multi-agent Systems: A Safety Perspective. - Philipp Altmann; Julian Schönberger; Steffen Illium; Maximilian Zorn; Fabian Ritz; Tom Haider; Simon Burton 001; Thomas Gabor (ISoLA (2), 2024)