Sebastian Stober

111 papers A* 1A 5B 5C 3Misc 4Journal 39Unranked 46

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Designing an Interdisciplinary Artificial Intelligence Curriculum for Engineering: Evaluation and Insights From Experts. Comput. Appl. Eng. Educ. Johannes Schleiss, Anke Manukjan, Michelle Ines Bieber, Sebastian Lang, Sebastian Stober
2025	—	`conf`	An Interpretable X-Ray Style Transfer Via Trainable Local Laplacian Filter. ISBI Dominik Eckert, Ludwig Ritschl, Christopher Syben, Christian Hümmer, Julia Wicklein, Marcel Beister, Steffen Kappler, Sebastian Stober
2025	J	`jnl`	Assessing Intersectional Bias in Representations of Pre-Trained Image Recognition Models. CoRR Valerie Krug, Sebastian Stober
2025	J	`jnl`	Designing an Interdisciplinary Artificial Intelligence Curriculum for Engineering: Evaluation and Insights from Experts. CoRR Johannes Schleiss, Anke Manukjan, Michelle Ines Bieber, Sebastian Lang, Sebastian Stober
2025	J	`jnl`	Explicit Tonal Tension Conditioning via Dual-Level Beam Search for Symbolic Music Generation. CoRR Maral Ebrahimzadeh, Gilberto Bernardes, Sebastian Stober
2025	—	`conf`	From Lines to Shapes: Geometric-Constrained Segmentation of X-Ray Collimators via Hough Transform. SASHIMI@MICCAI 2025 Benjamin El-Zein, Dominik Eckert, Andreas Fieselmann, Christopher Syben, Ludwig Ritschl, Steffen Kappler, Sebastian Stober
2025	J	`jnl`	From Lines to Shapes: Geometric-Constrained Segmentation of X-Ray Collimators via Hough Transform. CoRR Benjamin El-Zein, Dominik Eckert, Andreas Fieselmann, Christopher Syben, Ludwig Ritschl, Steffen Kappler, Sebastian Stober
2025	J	`jnl`	Generative AI Training and Copyright Law. CoRR Tim W. Dornis, Sebastian Stober
2025	J	`jnl`	Geometrically Constrained and Token-Based Probabilistic Spatial Transformers. CoRR Johann Schmidt, Sebastian Stober
2025	—	`conf`	Guided Active Learning for Medical Image Segmentation. HAIC@MICCAI Bernhard Föllmer, Vladimir Serafimoski, Kenrick Schulze, Federico Biavati, Sebastian Stober, Wojciech Samek, Marc Dewey
2025	B	`conf`	Intersectional Bias Quantification in Facial Image Processing with Pre-Trained ImageNet Classifiers. IJCNN Valerie Krug, Florian Röhrbein, Sebastian Stober
2025	—	`conf`	Privacy Through Data-Efficiency: Sparse Temporal Difference Videos for Emotion Classification Utilizing Vision Transformers. ICIAP (Workshops 1) Fabian Krause, Robert Brunstein, Sebastian Stober
2025	J	`jnl`	Robust Canonicalization through Bootstrapped Data Re-Alignment. CoRR Johann Schmidt, Sebastian Stober
2025	J	`jnl`	Saccadic Vision for Fine-Grained Visual Classification. CoRR Johann Schmidt, Sebastian Stober, Joachim Denzler, Paul Bodesheim
2025	A	`conf`	StutterCut: Uncertainty-Guided Normalised Cut for Dysfluency Segmentation. INTERSPEECH Suhita Ghosh, Mélanie Jouaiti, Jan-Ole Perschewski, Sebastian Stober
2025	J	`jnl`	StutterCut: Uncertainty-Guided Normalised Cut for Dysfluency Segmentation. CoRR Suhita Ghosh, Mélanie Jouaiti, Jan-Ole Perschewski, Sebastian Stober
2024	—	`conf`	Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure. MIDL Bernhard Föllmer, Kenrick Schulze, Christian Wald, Sebastian Stober, Wojciech Samek, Marc Dewey
2024	J	`jnl`	An Interpretable X-ray Style Transfer via Trainable Local Laplacian Filter. CoRR Dominik Eckert, Ludwig Ritschl, Christopher Syben, Christian Hümmer, Julia Wicklein, Marcel Beister, Steffen Kappler, Sebastian Stober
2024	A	`conf`	Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example. INTERSPEECH Suhita Ghosh, Mélanie Jouaiti, Arnab Das, Yamini Sinha, Tim Polzehl, Ingo Siegert, Sebastian Stober
2024	J	`jnl`	Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example. CoRR Suhita Ghosh, Mélanie Jouaiti, Arnab Das, Yamini Sinha, Tim Polzehl, Ingo Siegert, Sebastian Stober
2024	J	`jnl`	Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images. J. Imaging 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
2024	—	`conf`	Guidance to Noise Simulation in X-ray Imaging. Bildverarbeitung für die Medizin Dominik Eckert, Magdalena Herbst, Julia Wicklein, Christopher Syben, Ludwig Ritschl, Steffen Kappler, Sebastian Stober
2024	—	`conf`	Hybrid Symbolic-Waveform Modeling of Music - Opportunities and Challenges. CREAI@ECAI Jens Johannsmeier, Sebastian Stober
2024	J	`jnl`	Improving Voice Quality in Speech Anonymization With Just Perception-Informed Losses. CoRR Suhita Ghosh, Tim Thiele, Frederic Lorbeer, Frank Dreyer, Sebastian Stober
2024	J	`jnl`	Integrating AI Education in Disciplinary Engineering Fields: Towards a System and Change Perspective. CoRR Johannes Schleiss, Aditya Johri, Sebastian Stober
2024	—	`conf`	Pursuing the Perfect Projection: A Projection Pursuit Framework for Deep Learning. WSOM+ Jan-Ole Perschewski, Johann Schmidt, Sebastian Stober
2024	J	`jnl`	StyleX: A Trainable Metric for X-ray Style Distances. CoRR Dominik Eckert, Christopher Syben, Christian Hümmer, Ludwig Ritschl, Steffen Kappler, Sebastian Stober
2024	—	`conf`	T-DVAE: A Transformer-Based Dynamical Variational Autoencoder for Speech. ICANN (7) Jan-Ole Perschewski, Sebastian Stober
2024	A*	`conf`	Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers. ICML Johann Schmidt, Sebastian Stober
2024	J	`jnl`	Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers. CoRR Johann Schmidt, Sebastian Stober
2024	J	`jnl`	TransferLight: Zero-Shot Traffic Signal Control on any Road-Network. CoRR Johann Schmidt, Frank Dreyer, Sayed Abid Hashimi, Sebastian Stober
2023	A	`conf`	Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion. INTERSPEECH Suhita Ghosh, Arnab Das, Yamini Sinha, Ingo Siegert, Tim Polzehl, Sebastian Stober
2023	J	`jnl`	Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion. CoRR Suhita Ghosh, Arnab Das, Yamini Sinha, Ingo Siegert, Tim Polzehl, Sebastian Stober
2023	—	`conf`	How reliable are posterior class probabilities in automatic music classification? Audio Mostly Conference Hanna M. Lukashevich, Sascha Grollmisch, Jakob Abeßer, Sebastian Stober, Joachim Bös
2023	J	`jnl`	Improving Voice Conversion for Dissimilar Speakers Using Perceptual Losses. CoRR Suhita Ghosh, Yamini Sinha, Ingo Siegert, Sebastian Stober
2023	J	`jnl`	PI-RADS v2 Compliant Automated Segmentation of Prostate Zones Using co-training Motivated Multi-task Dual-Path CNN. CoRR Arnab Das, Suhita Ghosh, Sebastian Stober
2023	—	`conf`	Relation of Activity and Confidence When Training Deep Neural Networks. PKDD/ECML Workshops (2) Valerie Krug, Christopher Olson, Sebastian Stober
2023	—	`conf`	StarGAN-VC++: Towards Emotion Preserving Voice Conversion Using Deep Embeddings. SSW Arnab Das, Suhita Ghosh, Tim Polzehl, Ingo Siegert, Sebastian Stober
2023	J	`jnl`	StarGAN-VC++: Towards Emotion Preserving Voice Conversion Using Deep Embeddings. CoRR Arnab Das, Suhita Ghosh, Tim Polzehl, Sebastian Stober
2023	A	`conf`	Trustworthy Academic Risk Prediction with Explainable Boosting Machines. AIED Vegenshanti Dsilva, Johannes Schleiss, Sebastian Stober
2023	—	`conf`	Visualizing Bias in Activations of Deep Neural Networks as Topographic Maps. AEQUITAS@ECAI Valerie Krug, Christopher Olson, Sebastian Stober
2023	—	`conf`	Visualizing Deep Neural Networks with Topographic Activation Maps. HHAI Valerie Krug, Raihan Kabir Ratul, Christopher Olson, Sebastian Stober
2022	J	`jnl`	Learning Continuous Rotation Canonicalization with Radial Beam Sampling. CoRR Johann Schmidt, Sebastian Stober
2022	—	`conf`	Neural-Gas VAE. ICANN (1) Jan-Ole Perschewski, Sebastian Stober
2022	—	`conf`	Protecting Student Data in ML Pipelines: An Overview of Privacy-Preserving ML. AIED (2) Johannes Schleiss, Kolja Günther, Sebastian Stober
2022	—	`conf`	Towards Patient Specific Reconstruction Using Perception-Aware CNN and Planning CT as Prior. ISBI Suhita Ghosh, Philipp Ernst, Georg Rose, Andreas Nürnberger, Sebastian Stober
2022	J	`jnl`	Visualizing Deep Neural Networks with Topographic Activation Maps. CoRR Andreas Krug, Raihan Kabir Ratul, Sebastian Stober
2021	J	`jnl`	Differentiable Generalised Predictive Coding. CoRR André Ofner, Sebastian Stober
2021	J	`jnl`	Evaluation of deep lift pose models for 3D rodent pose estimation based on geometrically triangulated data. CoRR Indrani Sarkar, Indranil Maji, Charitha Omprakash, Sebastian Stober, Sanja Mikulovic, Pavol Bauer
2021	—	`conf`	Perception-Aware Losses Facilitate CT Denoising and Artifact Removal. ICHMS Suhita Ghosh, Andreas Krug, Georg Rose, Sebastian Stober
2021	J	`jnl`	PredProp: Bidirectional Stochastic Optimization with Precision Weighted Predictive Coding. CoRR André Ofner, Sebastian Stober
2021	J	`jnl`	Predictive coding, precision and natural gradients. CoRR André Ofner, Raihan Kabir Ratul, Suhita Ghosh, Sebastian Stober
2021	J	`jnl`	Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond. CoRR Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak, Sebastian Stober, Christian Hansen, Marko Rak
2021	J	`jnl`	Uncertainty-aware temporal self-learning (UATS): Semi-supervised learning for segmentation of prostate zones and beyond. Artif. Intell. Medicine Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak, Sebastian Stober, Christian Hansen, Marko Rak
2020	C	`conf`	Analyzing Regions of Safety for Handling Shared Data in Cooperative Systems. ETFA Georg Jäger, Johannes Schleiss, Sasiporn Usanavasin, Sebastian Stober, Sebastian Zug
2020	B	`conf`	Balancing Active Inference and Active Learning with Deep Variational Predictive Coding for EEG. SMC André Ofner, Sebastian Stober
2020	J	`jnl`	Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images. CoRR Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Rupali Khatun, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck, Andreas Nürnberger
2020	J	`jnl`	Gradient-Adjusted Neuron Activation Profiles for Comprehensive Introspection of Convolutional Speech Recognition Models. CoRR Andreas Krug, Sebastian Stober
2020	—	`conf`	Modeling perception with hierarchical prediction: Auditory segmentation with deep predictive coding locates candidate evoked potentials in EEG. ISMIR André Ofner, Sebastian Stober
2020	B	`conf`	PredNet and Predictive Coding: A Critical Review. ICMR Roshan Prakash Rane, Edit Szügyi, Vageesh Saxena, André Ofner, Sebastian Stober
2019	C	`conf`	Hybrid Variational Predictive Coding as a Bridge between Human and Artificial Cognition. ALIFE André Ofner, Sebastian Stober
2019	—	`conf`	The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications. ISMIR Thomas Low, Christian Hentschel, Sayantan Polley, Anustup Das, Harald Sack, Andreas Nürnberger, Sebastian Stober
2019	J	`jnl`	Visualizing Deep Neural Networks for Speech Recognition with Learned Topographic Filter Maps. CoRR Andreas Krug, Sebastian Stober
2019	B	`conf`	Window-Based Neural Tagging for Shallow Discourse Argument Labeling. CoNLL René Knaebel, Manfred Stede, Sebastian Stober
2018	J	`jnl`	Hybrid Active Inference. CoRR André Ofner, Sebastian Stober
2018	—	`conf`	Introspection for convolutional automatic speech recognition. BlackboxNLP@EMNLP Andreas Krug, Sebastian Stober
2018	—	`conf`	Shared Generative Representation of Auditory Concepts and EEG to Reconstruct Perceived and Imagined Music. ISMIR André Ofner, Sebastian Stober
2017	—	`conf`	Exploring Large Movie Collections: Comparing Visual Berrypicking and Traditional Browsing. MMM (2) Thomas Low, Christian Hentschel, Sebastian Stober, Harald Sack, Andreas Nürnberger
2017	Misc	`conf`	Learning discriminative features from electroencephalography recordings by encoding similarity constraints. ICASSP Sebastian Stober
2017	—	`ch.`	Model-Based Frameworks for User Adapted Information Exploration: An Overview. Companion Technology Michael Kotzyba, Tatiana Gossen, Sebastian Stober, Andreas Nürnberger
2017	—	`conf`	Transfer Learning for Speech Recognition on a Budget. Rep4NLP@ACL Julius Kunze, Louis Kirsch, Ilia Kurenkov, Andreas Krug, Jens Johannsmeier, Sebastian Stober
2017	J	`jnl`	Transfer Learning for Speech Recognition on a Budget. CoRR Julius Kunze, Louis Kirsch, Ilia Kurenkov, Andreas Krug, Jens Johannsmeier, Sebastian Stober
2016	—	`conf`	Brain Beats: Tempo Extraction from EEG Data. ISMIR Sebastian Stober, Thomas Prätzlich, Meinard Müller
2015	J	`jnl`	Deep Feature Learning for EEG Recordings. CoRR Sebastian Stober, Avtial Sternin, Adrian M. Owen, Jessica A. Grahn
2015	—	`conf`	Towards Music Imagery Information Retrieval: Introducing the OpenMIIR Dataset of EEG Recordings from Music Perception and Imagination. ISMIR Sebastian Stober, Avital Sternin, Adrian M. Owen, Jessica A. Grahn
2014	—	`ed.`	Adaptive Multimedia Retrieval: Semantics, Context, and Adaptation, 10th International Workshop, AMR 2012, Copenhagen, Denmark, October 24-25, 2012, Revised Selected Papers Adaptive Multimedia Retrieval Andreas Nürnberger, Sebastian Stober, Birger Larsen, Marcin Detyniecki
2014	—	`conf`	Classifying EEG Recordings of Rhythm Perception. ISMIR Sebastian Stober, Daniel J. Cameron, Jessica A. Grahn
2014	—	`conf`	Does the beat go on?: identifying rhythms from brain waves recorded after their auditory presentation. Audio Mostly Conference Sebastian Stober, Daniel J. Cameron, Jessica A. Grahn
2014	Misc	`conf`	Search result visualization with characters for children. IDC Tatiana Gossen, René Müller, Sebastian Stober, Andreas Nürnberger
2014	—	`conf`	Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings. NIPS Sebastian Stober, Daniel J. Cameron, Jessica A. Grahn
2014	Misc	`conf`	Visual berrypicking in large image collections. NordiCHI Thomas Low, Christian Hentschel, Sebastian Stober, Harald Sack, Andreas Nürnberger
2013	—	`ed.`	Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation - 9th International Workshop, AMR 2011, Barcelona, Spain, July 18-19, 2011, Revised Selected Papers Adaptive Multimedia Retrieval Marcin Detyniecki, Ana García-Serrano, Andreas Nürnberger, Sebastian Stober
2013	J	`jnl`	Adaptive music retrieval-a state of the art. Multim. Tools Appl. Sebastian Stober, Andreas Nürnberger
2013	J	`jnl`	Demos and Late-Breaking Session of the Thirteenth International Society for Music Information Retrieval Conference (ISMIR 2012). Comput. Music. J. Amelie Anglade, Eric Humphrey, Erik M. Schmidt, Sebastian Stober, Mohamed Sordo
2013	—	`conf`	Incremental Visualization of Growing Music Collections. ISMIR Sebastian Stober, Thomas Low, Tatiana Gossen, Andreas Nürnberger
2013	—	`conf`	Sprachgesteuerte Suchwerkzeuge für Junge Nutzer. GI-Jahrestagung Tatiana Gossen, Michael Kotzyba, Sebastian Stober, Andreas Nürnberger
2012	—	`conf`	A Systematic Comparison of Music Similarity Adaptation Approaches. ISMIR Daniel Wolff, Sebastian Stober, Andreas Nürnberger, Tillman Weyde
2012	—	`ch.`	Bisociative Music Discovery and Recommendation. Bisociative Knowledge Discovery Sebastian Stober, Stefan Haun, Andreas Nürnberger
2012	—	`ch.`	User-Aware Music Retrieval. Multimodal Music Processing Markus Schedl, Sebastian Stober, Emilia Gómez, Nicola Orio, Cynthia C. S. Liem
2011	—	`conf`	Adaptive Distance Measures for Exploration and Structuring of Music Collections. Semantic Audio Sebastian Stober
2011	—	`ed.`	Adaptive Multimedia Retrieval. Context, Exploration, and Fusion - 8th International Workshop, AMR 2010, Linz, Austria, August 17-18, 2010, Revised Selected Papers Adaptive Multimedia Retrieval Marcin Detyniecki, Peter Knees, Andreas Nürnberger, Markus Schedl, Sebastian Stober
2011	—	`ch.`	Adaptive Verfahren zur nutzerzentrierten Organisation von Musiksammlungen. Ausgezeichnete Informatikdissertationen Sebastian Stober
2011	—	`—`	Adaptive methods for user-centered organization of music collections. Sebastian Stober
2011	—	`conf`	An Experimental Comparison of Similarity Adaptation Approaches. Adaptive Multimedia Retrieval Sebastian Stober, Andreas Nürnberger
2011	A	`conf`	Analyzing the impact of data vectorization on distance relations. ICME Sebastian Stober, Andreas Nürnberger
2011	—	`conf`	Designing gaze-supported multimodal interactions for the exploration of large image collections. NGCA Sophie Stellmach, Sebastian Stober, Andreas Nürnberger, Raimund Dachselt
2010	Misc	`conf`	Evaluation of adaptive SpringLens: a multi-focus interface for exploring multimedia collections. NordiCHI Sebastian Stober, Christian Hentschel, Andreas Nürnberger
2010	B	`conf`	Multi-facet exploration of image collections with an adaptive multi-focus zoomable interface. IJCNN Sebastian Stober, Christian Hentschel, Andreas Nürnberger
2010	—	`conf`	MusicGalaxy: A Multi-focus Zoomable Interface for Multi-facet Exploration of Music Collections. CMMR Sebastian Stober, Andreas Nürnberger
2010	—	`conf`	Similarity Adaptation in an Exploratory Retrieval Scenario. Adaptive Multimedia Retrieval Sebastian Stober, Andreas Nürnberger
2009	—	`conf`	Supporting Folk-Song Research by Automatic Metric Learning and Ranking. ISMIR Korinna Bade, Andreas Nürnberger, Sebastian Stober, Jörg Garbers, Frans Wiering
2009	J	`jnl`	User-Adaptive Music Information Retrieval. Künstliche Intell. Sebastian Stober, Andreas Nürnberger
2008	C	`conf`	Enhancing chord classification through neighbourhood histograms. CBMI Johannes Reinhard, Sebastian Stober, Andreas Nürnberger
2008	—	`conf`	Towards User-Adaptive Structuring and Organization of Music Collections. Adaptive Multimedia Retrieval Sebastian Stober, Andreas Nürnberger
2007	—	`conf`	Automatic Image Annotation Using a Visual Dictionary Based on Reliable Image Segmentation. Adaptive Multimedia Retrieval Christian Hentschel, Sebastian Stober, Andreas Nürnberger, Marcin Detyniecki
2007	—	`conf`	Towards Query by Singing/Humming on Audio Databases. ISMIR Alexander Duda, Andreas Nürnberger, Sebastian Stober
2007	—	`conf`	User Modelling for Interactive User-Adaptive Collection Structuring. Adaptive Multimedia Retrieval Andreas Nürnberger, Sebastian Stober
2006	—	`conf`	Context-Based Navigational Support in Hypermedia. AH Sebastian Stober, Andreas Nürnberger
2006	—	`conf`	DAWN - A System for Context-Based Link Recommendation in Web Navigation. KES (1) Sebastian Stober, Andreas Nürnberger
2006	—	`conf`	SAFIRE: Towards Standardized Semantic Rich Image Annotation. Adaptive Multimedia Retrieval Christian Hentschel, Andreas Nürnberger, Ingo Schmitt, Sebastian Stober
2005	—	`conf`	CARSA - An Architecture for the Development of Context Adaptive Retrieval Systems. Adaptive Multimedia Retrieval Korinna Bade, Ernesto William De Luca, Andreas Nürnberger, Sebastian Stober