Sebastian Stober

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 44

Top Venues

CoRR

ISMIR

Audio Mostly Conference

MMM (2)

Otto von Guericke University Magdeburg (PHD)

Education History

Otto von Guericke University Magdeburg

PHD

Publications

Dominik Eckert, Christopher Syben, Christian Hümmer, Ludwig Ritschl, Steffen Kappler, Sebastian Stober
StyleX: A Trainable Metric for X-ray Style Distances. CoRR (2024)
Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Valerie Krug, Rupali Khatun, Rahul Mishra, Nirja Desai, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck, Andreas Nürnberger
Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images. J. Imaging 10 (2) (2024)
Dominik Eckert, Magdalena Herbst, Julia Wicklein, Christopher Syben, Ludwig Ritschl, Steffen Kappler, Sebastian Stober
Guidance to Noise Simulation in X-ray Imaging. Bildverarbeitung für die Medizin (2024)
Johann Schmidt, Sebastian Stober
Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers. CoRR (2024)
Valerie Krug, Christopher Olson, Sebastian Stober
Visualizing Bias in Activations of Deep Neural Networks as Topographic Maps. AEQUITAS@ECAI (2023)
Suhita Ghosh, Yamini Sinha, Ingo Siegert, Sebastian Stober
Improving Voice Conversion for Dissimilar Speakers Using Perceptual Losses. CoRR (2023)
Suhita Ghosh, Arnab Das, Yamini Sinha, Ingo Siegert, Tim Polzehl, Sebastian Stober
Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion. CoRR (2023)
Arnab Das, Suhita Ghosh, Tim Polzehl, Sebastian Stober
StarGAN-VC++: Towards Emotion Preserving Voice Conversion Using Deep Embeddings. CoRR (2023)
Vegenshanti Dsilva, Johannes Schleiss, Sebastian Stober
Trustworthy Academic Risk Prediction with Explainable Boosting Machines. AIED (2023)
Valerie Krug, Raihan Kabir Ratul, Christopher Olson, Sebastian Stober
Visualizing Deep Neural Networks with Topographic Activation Maps. HHAI (2023)
Hanna M. Lukashevich, Sascha Grollmisch, Jakob Abeßer, Sebastian Stober, Joachim Bös
How reliable are posterior class probabilities in automatic music classification? Audio Mostly Conference (2023)
Suhita Ghosh, Arnab Das, Yamini Sinha, Ingo Siegert, Tim Polzehl, Sebastian Stober
Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion. INTERSPEECH (2023)
Arnab Das, Suhita Ghosh, Tim Polzehl, Ingo Siegert, Sebastian Stober
StarGAN-VC++: Towards Emotion Preserving Voice Conversion Using Deep Embeddings. SSW (2023)
Arnab Das, Suhita Ghosh, Sebastian Stober
PI-RADS v2 Compliant Automated Segmentation of Prostate Zones Using co-training Motivated Multi-task Dual-Path CNN. CoRR (2023)
Suhita Ghosh, Philipp Ernst, Georg Rose, Andreas Nürnberger, Sebastian Stober
Towards Patient Specific Reconstruction Using Perception-Aware CNN and Planning CT as Prior. ISBI (2022)
Johann Schmidt, Sebastian Stober
Learning Continuous Rotation Canonicalization with Radial Beam Sampling. CoRR (2022)
Andreas Krug, Raihan Kabir Ratul, Sebastian Stober
Visualizing Deep Neural Networks with Topographic Activation Maps. CoRR (2022)
Johannes Schleiss, Kolja Günther, Sebastian Stober
Protecting Student Data in ML Pipelines: An Overview of Privacy-Preserving ML. AIED (2) (2022)
Jan-Ole Perschewski, Sebastian Stober
Neural-Gas VAE. ICANN (1) (2022)
Indrani Sarkar, Indranil Maji, Charitha Omprakash, Sebastian Stober, Sanja Mikulovic, Pavol Bauer
Evaluation of deep lift pose models for 3D rodent pose estimation based on geometrically triangulated data. CoRR (2021)
Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak, Sebastian Stober, Christian Hansen, Marko Rak
Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond. CoRR (2021)
Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak, Sebastian Stober, Christian Hansen, Marko Rak
Uncertainty-aware temporal self-learning (UATS): Semi-supervised learning for segmentation of prostate zones and beyond. Artif. Intell. Medicine 116 (2021)
André Ofner, Sebastian Stober
Differentiable Generalised Predictive Coding. CoRR (2021)
André Ofner, Raihan Kabir Ratul, Suhita Ghosh, Sebastian Stober
Predictive coding, precision and natural gradients. CoRR (2021)
André Ofner, Sebastian Stober
PredProp: Bidirectional Stochastic Optimization with Precision Weighted Predictive Coding. CoRR (2021)
Suhita Ghosh, Andreas Krug, Georg Rose, Sebastian Stober
Perception-Aware Losses Facilitate CT Denoising and Artifact Removal. ICHMS (2021)
Andreas Krug, Sebastian Stober
Gradient-Adjusted Neuron Activation Profiles for Comprehensive Introspection of Convolutional Speech Recognition Models. CoRR (2020)
Roshan Prakash Rane, Edit Szügyi, Vageesh Saxena, André Ofner, Sebastian Stober
PredNet and Predictive Coding: A Critical Review. ICMR (2020)
André Ofner, Sebastian Stober
Modeling perception with hierarchical prediction: Auditory segmentation with deep predictive coding locates candidate evoked potentials in EEG. ISMIR (2020)
Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Rupali Khatun, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck, Andreas Nürnberger
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images. CoRR (2020)
André Ofner, Sebastian Stober
Balancing Active Inference and Active Learning with Deep Variational Predictive Coding for EEG. SMC (2020)
Georg Jäger, Johannes Schleiss, Sasiporn Usanavasin, Sebastian Stober, Sebastian Zug
Analyzing Regions of Safety for Handling Shared Data in Cooperative Systems. ETFA (2020)
André Ofner, Sebastian Stober
Hybrid Variational Predictive Coding as a Bridge between Human and Artificial Cognition. ALIFE (2019)
René Knaebel, Manfred Stede, Sebastian Stober
Window-Based Neural Tagging for Shallow Discourse Argument Labeling. CoNLL (2019)
Andreas Krug, Sebastian Stober
Visualizing Deep Neural Networks for Speech Recognition with Learned Topographic Filter Maps. CoRR (2019)
Thomas Low, Christian Hentschel, Sayantan Polley, Anustup Das, Harald Sack, Andreas Nürnberger, Sebastian Stober
The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications. ISMIR (2019)
André Ofner, Sebastian Stober
Hybrid Active Inference. CoRR (2018)
Andreas Krug, Sebastian Stober
Introspection for convolutional automatic speech recognition. BlackboxNLP@EMNLP (2018)
André Ofner, Sebastian Stober
Shared Generative Representation of Auditory Concepts and EEG to Reconstruct Perceived and Imagined Music. ISMIR (2018)
Julius Kunze, Louis Kirsch, Ilia Kurenkov, Andreas Krug, Jens Johannsmeier, Sebastian Stober
Transfer Learning for Speech Recognition on a Budget. Rep4NLP@ACL (2017)
Julius Kunze, Louis Kirsch, Ilia Kurenkov, Andreas Krug, Jens Johannsmeier, Sebastian Stober
Transfer Learning for Speech Recognition on a Budget. CoRR (2017)
Thomas Low, Christian Hentschel, Sebastian Stober, Harald Sack, Andreas Nürnberger
Exploring Large Movie Collections: Comparing Visual Berrypicking and Traditional Browsing. MMM (2) (2017)
Sebastian Stober
Learning discriminative features from electroencephalography recordings by encoding similarity constraints. ICASSP (2017)
Sebastian Stober, Thomas Prätzlich, Meinard Müller
Brain Beats: Tempo Extraction from EEG Data. ISMIR (2016)
Sebastian Stober, Avtial Sternin, Adrian M. Owen, Jessica A. Grahn
Deep Feature Learning for EEG Recordings. CoRR (2015)
Sebastian Stober, Avital Sternin, Adrian M. Owen, Jessica A. Grahn
Towards Music Imagery Information Retrieval: Introducing the OpenMIIR Dataset of EEG Recordings from Music Perception and Imagination. ISMIR (2015)
Sebastian Stober, Daniel J. Cameron, Jessica A. Grahn
Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings. NIPS (2014)
Sebastian Stober, Daniel J. Cameron, Jessica A. Grahn
Classifying EEG Recordings of Rhythm Perception. ISMIR (2014)
Tatiana Gossen, René Müller, Sebastian Stober, Andreas Nürnberger
Search result visualization with characters for children. IDC (2014)
Thomas Low, Christian Hentschel, Sebastian Stober, Harald Sack, Andreas Nürnberger
Visual berrypicking in large image collections. NordiCHI (2014)
Sebastian Stober, Daniel J. Cameron, Jessica A. Grahn
Does the beat go on?: identifying rhythms from brain waves recorded after their auditory presentation. Audio Mostly Conference (2014)
Tatiana Gossen, Michael Kotzyba, Sebastian Stober, Andreas Nürnberger
Sprachgesteuerte Suchwerkzeuge für Junge Nutzer. GI-Jahrestagung (2013)
Amelie Anglade, Eric Humphrey, Erik M. Schmidt, Sebastian Stober, Mohamed Sordo
Demos and Late-Breaking Session of the Thirteenth International Society for Music Information Retrieval Conference (ISMIR 2012). Comput. Music. J. 37 (2) (2013)
Sebastian Stober, Andreas Nürnberger
Adaptive music retrieval-a state of the art. Multim. Tools Appl. 65 (3) (2013)
Sebastian Stober, Thomas Low, Tatiana Gossen, Andreas Nürnberger
Incremental Visualization of Growing Music Collections. ISMIR (2013)
Daniel Wolff, Sebastian Stober, Andreas Nürnberger, Tillman Weyde
A Systematic Comparison of Music Similarity Adaptation Approaches. ISMIR (2012)
Sophie Stellmach, Sebastian Stober, Andreas Nürnberger, Raimund Dachselt
Designing gaze-supported multimodal interactions for the exploration of large image collections. NGCA (2011)
Sebastian Stober, Andreas Nürnberger
An Experimental Comparison of Similarity Adaptation Approaches. Adaptive Multimedia Retrieval (2011)
Sebastian Stober
Adaptive Distance Measures for Exploration and Structuring of Music Collections. Semantic Audio (2011)
Sebastian Stober, Andreas Nürnberger
Analyzing the impact of data vectorization on distance relations. ICME (2011)
Sebastian Stober
Adaptive Verfahren zur nutzerzentrierten Organisation von Musiksammlungen. Ausgezeichnete Informatikdissertationen (2011)
Sebastian Stober, Andreas Nürnberger
MusicGalaxy: A Multi-focus Zoomable Interface for Multi-facet Exploration of Music Collections. CMMR (2010)
Sebastian Stober, Christian Hentschel, Andreas Nürnberger
Evaluation of adaptive SpringLens: a multi-focus interface for exploring multimedia collections. NordiCHI (2010)
Sebastian Stober, Christian Hentschel, Andreas Nürnberger
Multi-facet exploration of image collections with an adaptive multi-focus zoomable interface. IJCNN (2010)
Sebastian Stober, Andreas Nürnberger
Similarity Adaptation in an Exploratory Retrieval Scenario. Adaptive Multimedia Retrieval (2010)
Korinna Bade, Andreas Nürnberger, Sebastian Stober, Jörg Garbers, Frans Wiering
Supporting Folk-Song Research by Automatic Metric Learning and Ranking. ISMIR (2009)
Sebastian Stober, Andreas Nürnberger
User-Adaptive Music Information Retrieval. Künstliche Intell. 23 (2) (2009)
Sebastian Stober, Andreas Nürnberger
Towards User-Adaptive Structuring and Organization of Music Collections. Adaptive Multimedia Retrieval (2008)
Johannes Reinhard, Sebastian Stober, Andreas Nürnberger
Enhancing chord classification through neighbourhood histograms. CBMI (2008)
Christian Hentschel, Sebastian Stober, Andreas Nürnberger, Marcin Detyniecki
Automatic Image Annotation Using a Visual Dictionary Based on Reliable Image Segmentation. Adaptive Multimedia Retrieval (2007)
Alexander Duda, Andreas Nürnberger, Sebastian Stober
Towards Query by Singing/Humming on Audio Databases. ISMIR (2007)
Andreas Nürnberger, Sebastian Stober
User Modelling for Interactive User-Adaptive Collection Structuring. Adaptive Multimedia Retrieval (2007)
Sebastian Stober, Andreas Nürnberger
DAWN - A System for Context-Based Link Recommendation in Web Navigation. KES (1) (2006)
Christian Hentschel, Andreas Nürnberger, Ingo Schmitt, Sebastian Stober
SAFIRE: Towards Standardized Semantic Rich Image Annotation. Adaptive Multimedia Retrieval (2006)
Sebastian Stober, Andreas Nürnberger
Context-Based Navigational Support in Hypermedia. AH (2006)
Korinna Bade, Ernesto William De Luca, Andreas Nürnberger, Sebastian Stober
CARSA - An Architecture for the Development of Context Adaptive Retrieval Systems. Adaptive Multimedia Retrieval (2005)

Sebastian Stober.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Sebastian Stober