Sebastian Stober
Orcid: 0000-0002-1717-4133Affiliations:
- Otto von Guericke University, Magdeburg, Germany
According to our database1,
Sebastian Stober
authored at least 74 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on github.com
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on d-nb.info
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Bibliography
2024
Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images.
J. Imaging, February, 2024
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024
2023
PI-RADS v2 Compliant Automated Segmentation of Prostate Zones Using co-training Motivated Multi-task Dual-Path CNN.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion.
CoRR, 2023
Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023
Proceedings of the 18th International Audio Mostly Conference, 2023
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023
Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023
2022
Towards Patient Specific Reconstruction Using Perception-Aware CNN and Planning CT as Prior.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022
2021
PredProp: Bidirectional Stochastic Optimization with Precision Weighted Predictive Coding.
CoRR, 2021
Evaluation of deep lift pose models for 3D rodent pose estimation based on geometrically triangulated data.
CoRR, 2021
Uncertainty-aware temporal self-learning (UATS): Semi-supervised learning for segmentation of prostate zones and beyond.
Artif. Intell. Medicine, 2021
Proceedings of the 2nd IEEE International Conference on Human-Machine Systems, 2021
2020
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images.
CoRR, 2020
Gradient-Adjusted Neuron Activation Profiles for Comprehensive Introspection of Convolutional Speech Recognition Models.
CoRR, 2020
Balancing Active Inference and Active Learning with Deep Variational Predictive Coding for EEG.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020
Modeling perception with hierarchical prediction: Auditory segmentation with deep predictive coding locates candidate evoked potentials in EEG.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
2019
Visualizing Deep Neural Networks for Speech Recognition with Learned Topographic Filter Maps.
CoRR, 2019
The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Hybrid Variational Predictive Coding as a Bridge between Human and Artificial Cognition.
Proceedings of the 2019 Conference on Artificial Life, 2019
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
2018
Shared Generative Representation of Auditory Concepts and EEG to Reconstruct Perceived and Imagined Music.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018
2017
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017
Exploring Large Movie Collections: Comparing Visual Berrypicking and Traditional Browsing.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017
Learning discriminative features from electroencephalography recordings by encoding similarity constraints.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
2015
Towards Music Imagery Information Retrieval: Introducing the OpenMIIR Dataset of EEG Recordings from Music Perception and Imagination.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
2014
Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, 2014
Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Does the beat go on?: identifying rhythms from brain waves recorded after their auditory presentation.
Proceedings of the Audio Mostly 2014, AM '14, 2014
Proceedings of the IDC '14, 2014
2013
Demos and Late-Breaking Session of the Thirteenth International Society for Music Information Retrieval Conference (ISMIR 2012).
Comput. Music. J., 2013
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013
2012
Proceedings of the Bisociative Knowledge Discovery, 2012
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
2011
PhD thesis, 2011
Proceedings of the AES International Conference Semantic Audio 2011, 2011
Designing gaze-supported multimodal interactions for the exploration of large image collections.
Proceedings of the NGCA 2011, First Conference on Novel Gaze-Controlled Applications, Karlskrona, Sweden, May 26, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the Ausgezeichnete Informatikdissertationen 2011, 2011
Proceedings of the Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation, 2011
2010
Evaluation of adaptive SpringLens: a multi-focus interface for exploring multimedia collections.
Proceedings of the 6th Nordic Conference on Human-Computer Interaction 2010, 2010
Multi-facet exploration of image collections with an adaptive multi-focus zoomable interface.
Proceedings of the International Joint Conference on Neural Networks, 2010
MusicGalaxy: A Multi-focus Zoomable Interface for Multi-facet Exploration of Music Collections.
Proceedings of the Exploring Music Contents - 7th International Symposium, 2010
Proceedings of the Adaptive Multimedia Retrieval. Context, Exploration, and Fusion, 2010
2009
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
2008
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008
Proceedings of the Adaptive Multimedia Retrieval. Identifying, 2008
2007
Proceedings of the 8th International Conference on Music Information Retrieval, 2007
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007
Automatic Image Annotation Using a Visual Dictionary Based on Reliable Image Segmentation.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007
2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the Adaptive Multimedia Retrieval: User, 2006
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2006
2005
Proceedings of the Adaptive Multimedia Retrieval: User, 2005