Steffen Illium

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Compression of GPS Trajectories Using Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

VoronoiPatches: Evaluating a New Data Augmentation Method.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Improving Primate Sounds Classification Using Binary Presorting for Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

2022

Self-Replication in Neural Networks.

[BibT_eX]

[DOI]

Artif. Life, 2022

Constructing Organism Networks from Collaborative Self-Replicators.

[BibT_eX]

[DOI]

Thomas Gabor

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Case-Based Inverse Reinforcement Learning Using Temporal Coherence.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2022

Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Towards Anomaly Detection in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Goals for Self-Replicating Neural Networks.

[BibT_eX]

[DOI]

Thomas Gabor

Maximilian Zorn

Proceedings of the 2021 Conference on Artificial Life, 2021

A Deep and Recurrent Architecture for Primate Vocalization Classification.

[BibT_eX]

[DOI]

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Visual Transformers for Primates Classification and Covid Detection.

[BibT_eX]

[DOI]

Andreas Sedlmeier

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Deep Recurrent Interpolation Networks for Anomalous Sound Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning.

[BibT_eX]

[DOI]

Fabian Ritz

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Acoustic Leak Detection in Water Networks.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Analysis of Feature Representations for Anomalous Sound Detection.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms.

[BibT_eX]

[DOI]

Andreas Sedlmeier

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Policy Entropy for Out-of-Distribution Classification.

[BibT_eX]

[DOI]

Andreas Sedlmeier

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach.

[BibT_eX]

[DOI]

Markus Friedrich

Pierre-Alain Fayolle

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020

A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds.

[BibT_eX]

[DOI]

Markus Friedrich

Pierre-Alain Fayolle

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

2019

Soccer Team Vectors.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Self-Replication in Neural Networks.

[BibT_eX]

[DOI]