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Daniel Sonntag

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

119

Venues

33

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

119 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIReinforce Trustworthiness in Multimodal Emotional Support System.Huy M. Le, Dat Tien Nguyen, Ngan T. T. Vo, Tuan D. Q. Nguyen, Nguyen Binh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Lizi Liao, Binh T. Nguyen
2026CHIDo You (Dis)agree With Me? Modelling Implicit User Disagreement in Human-AI Interaction Using Gaze Data.Abdulrahman Mohamed Selim, Omair Shahzad Bhatti, Amr Gomaa, Michael Barz, Daniel Sonntag
2026ECIRAligning Instruction-Tuned LLMs for Event Extraction with Multi-objective Reinforcement Learning.Omar Adjali, Siting Liang, Omair Shahzad Bhatti, Daniel Sonntag
2026ETRAEyeGestureLogin: Spontaneous Hands‑Free Gaze‑Based Lock Pattern Authentication for Public Displays.Omair Shahzad Bhatti, Abdulrahman Mohamed Selim, Lszl Kopcsi, Maximilian Biwersi, Michael Barz, Daniel Sonntag
2026ETRATrain the Spire: An ML-Driven Single Player GWAP for Image Annotation.Keno Nanninga, Abdulrahman Mohamed Selim, Sara-Jane Bittner, Pascal Lessel, Michael Barz, Daniel Sonntag
2026ETRAOpenGazeLab: An Interactive Toolkit for Gaze Analysis and Event Detection.Khue Minh Pham, Abdulrahman Mohamed Selim, Omair Shahzad Bhatti, Lszl Kopcsi, Michael Barz, Daniel Sonntag
2026KIMulti-species Mixing for Weakly Supervised SED Under Domain Shift.Novruz Mammadli, Thiago S. Gouva, Daniel Sonntag
2026VRGTK: An Open-Source Toolkit for Gaze-Based Interaction in XR.Lszl Kopcsi, Michael Barz, Daniel Sonntag
2026VRGazeDrift: A Balloon-Popping Serious Game for Eye Tracking Troubleshooting in VR.Lszl Kopcsi, Abdulrahman Mohamed Selim, Arham Ahmed, Michael Barz, Daniel Sonntag
2026VRGTK: A Gaze-Based Interaction Toolkit in XR.Lszl Kopcsi, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
2026VRUser-Centric Active Learning Through Immersive Visualization.Rida Saghir, Saleem Ahmad, Lszl Kopcsi, Thiago S. Gouva, Daniel Sonntag
2025ECIRTowards Interpretable Radiology Report Generation via Concept Bottlenecks Using a Multi-agentic RAG.Hasan Md Tusfiqur Alam, Devansh Srivastav, Md Abdul Kadir, Daniel Sonntag
2025EICSCBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models.Hasan Md Tusfiqur Alam, Devansh Srivastav, Abdulrahman Mohamed Selim, Md Abdul Kadir, Md Moktadirul Hoque Shuvo, Daniel Sonntag
2025EICSInFL-UX: A Toolkit for Web-Based Interactive Federated Learning.Tim Maurer, Abdulrahman Mohamed Selim, Hasan Md Tusfiqur Alam, Matthias Eiletz, Michael Barz, Daniel Sonntag
2025ICMLOn Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation.Nghiem Tuong Diep, Huy Nguyen, Chau Nguyen, Minh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Mathias Niepert, Nhat Ho
2025InteractEliciting Multimodal Approaches for Machine Learning-Assisted Photobook Creation.Sara-Jane Bittner, Michael Barz, Daniel Sonntag
2025InteractGaze-Based Menu Navigation in Virtual Reality: A Comparative Study of Layouts and Interaction Techniques.Lszl Kopcsi, Albert Klimenko, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
2025IUITextVision: A more efficient way to work with research.Melis Aslan, Maximilian Bosse, Daniel Ehlers, Marlon Hinz, Philipp Olschewski, Jannik Podszun, Elias Scharlach, Leon Selzer, Yukun Wu, Aliki Anagnostopoulou, Daniel Sonntag
2025IUIFunduScope: A Human-centered Tool for ML-assisted e-Learning in Ophthalmology.Sara-Jane Bittner, Michael Barz, Hans-Jrgen Profitlich, Mika P. Nieminen, Daniel Sonntag
2025IUIInteractive Multimodal Photobook Co-Creation in Virtual Reality.Sara-Jane Bittner, Robert Andreas Leist, Lszl Kopcsi, Omair Shahzad Bhatti, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
2025IUITowards Trustable Intelligent Clinical Decision Support Systems: A User Study with Ophthalmologists.Robert Andreas Leist, Hans-Jrgen Profitlich, Tim Hunsicker, Daniel Sonntag
2025IUIAn AI-driven Clinical Decision Support System for the Treatment of Diabetic Retinopathy and Age-related Macular Degeneration.Robert Andreas Leist, Hans-Jrgen Profitlich, Daniel Sonntag
2025IUIExplainable Biomedical Claim Verification with Large Language Models.Siting Liang, Daniel Sonntag
2025IUIEcoScape Analyzer: A Tool for Performing Soundscape Analysis With Flexible Pipeline for Biodiversity Assessment.Rida Saghir, Ivan Braga Campos, Thiago S. Gouva, Daniel Sonntag
2025KIIntermediate-Task Transfer Learning for Bioacoustic Data.Hannes Kath, Thiago S. Gouva, Daniel Sonntag
2024ACMLDude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model.Duy Minh Ho Nguyen, An Thai Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag
2024AVISpeech Imagery BCI Training Using Game with a Purpose.Abdulrahman Mohamed Selim, Maurice Rekrut, Michael Barz, Daniel Sonntag
2024ICMIHumanEYEze 2024: Workshop on Eye Tracking for Multimodal Human-Centric Computing.Michael Barz, Roman Bednarik, Andreas Bulling, Cristina Conati, Daniel Sonntag
2024ICMIDetecting when Users Disagree with Generated Captions.Omair Shahzad Bhatti, Harshinee Sriram, Abdulrahman Mohamed Selim, Cristina Conati, Michael Barz, Daniel Sonntag
2024ICMIEnhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets.Hannes Kath, Ilira Troshani, Bengt Lers, Thiago S. Gouva, Daniel Sonntag
2024ICMIPerceived Text Relevance Estimation Using Scanpaths and GNNs.Abdulrahman Mohamed Selim, Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
2024ICMLStructure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks.Duy Minh Ho Nguyen, Nina Lukashina, Tai Nguyen, An T. Le, TrungTin Nguyen, Nhat Ho, Jan Peters, Daniel Sonntag, Viktor Zaverkin, Mathias Niepert
2024IJCAIDemo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning.Hannes Kath, Patricia P. Serafini, Ivan Braga Campos, Thiago S. Gouva, Daniel Sonntag
2024KIActive Learning in Multi-label Classification of Bioacoustic Data.Hannes Kath, Thiago S. Gouva, Daniel Sonntag
2024KIA Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract).Hannes Kath, Thiago S. Gouva, Daniel Sonntag
2024KILeveraging Weakly Supervised and Multiple Instance Learning for Multi-label Classification of Passive Acoustic Monitoring Data.Ilira Troshani, Thiago S. Gouva, Daniel Sonntag
2024VRSTThe MASTER XR Platform for Robotics Training in Manufacturing.Lszl Kopcsi, Panagiotis Karagiannis, Sotiris Makris, Johan Kildal, Andoni Rivera-Pinto, Judit Ruiz de Munain, Jess Rosel, Maria Madarieta, Nikolaos Tseregkounis, Konstantina Salagianni, Panagiotis Aivaliotis, Michael Barz, Daniel Sonntag
2024VRSTGazeLock: Gaze- and Lock Pattern-Based Authentication.Lszl Kopcsi, Tobias Sebastian Schneider, Chiara Karr, Michael Barz, Daniel Sonntag
2023AAAIJoint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering.Duy M. H. Nguyen, Hoang Nguyen, Truong Thanh Nhat Mai, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
2023ICMIDetection of contract cheating in pen-and-paper exams through the analysis of handwriting style.Konstantin Kuznetsov, Michael Barz, Daniel Sonntag
2023IJCAIInteractive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves.Thiago S. Gouva, Hannes Kath, Ilira Troshani, Bengt Lers, Patricia P. Serafini, Ivan Braga Campos, Andr S. Afonso, Sergio M. F. M. Leandro, Lourens Swanepoel, Nicholas Theron, Anthony M. Swemmer, Daniel Sonntag
2023IJCAIA Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets.Hannes Kath, Thiago S. Gouva, Daniel Sonntag
2023IUIInteractive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification.Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Duy Minh Ho Nguyen, Daniel Sonntag
2023IUIA User Interface for Explaining Machine Learning Model Explanations.Md Abdul Kadir, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
2023IUIIMETA: An Interactive Mobile Eye Tracking Annotation Method for Semi-automatic Fixation-to-AOI mapping.Lszl Kopcsi, Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag
2023KIInteractive Link Prediction as a Downstream Task for Foundational GUI Understanding Models.Christoph Albert Johns, Michael Barz, Daniel Sonntag
2023KIHarmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency.Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
2023KILost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions.Hannes Kath, Bengt Lers, Thiago S. Gouva, Daniel Sonntag
2023MICCAIEdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation.Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag
2022CHIIRInteractive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval.Pablo Valdunciel, Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
2022CVPRLMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking.Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda
2022KILeveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning.Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
2021CHIExplainable Automatic Evaluation of the Trail Making Test for Dementia Screening.Alexander Prange, Michael Barz, Anika Heimann-Steinert, Daniel Sonntag
2021EICSA Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities.Fabrizio Nunnari, Daniel Sonntag
2021ETRAAutomatic Recognition and Augmentation of Attended Objects in Real-time using Eye Tracking and a Head-mounted Display.Michael Barz, Sebastian Kapp, Jochen Kuhn, Daniel Sonntag
2021ETRAEyeLogin - Calibration-free Authentication Method for Public Displays Using Eye Gaze.Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
2021ICMIMultisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces.Michael Barz, Omair Shahzad Bhatti, Bengt Lers, Alexander Prange, Daniel Sonntag
2021KISelf-supervised Domain Adaptation for Diabetic Retinopathy Grading Using Vessel Image Reconstruction.Duy M. H. Nguyen, Truong Thanh Nhat Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag
2021KICrop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images.Fabrizio Nunnari, Abraham Obinwanne Ezema, Daniel Sonntag
2021KIA Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality.Alexander Prange, Daniel Sonntag
2020ETRAVisual Search Target Inference in Natural Interaction Settings with Machine Learning.Michael Barz, Sven Stauden, Daniel Sonntag
2020KIA Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net.Duy Minh Ho Nguyen, Abraham Obinwanne Ezema, Fabrizio Nunnari, Daniel Sonntag
2019CHIMultimodal Speech-based Dialogue for the Mini-Mental State Examination.Alexander Prange, Mira Niemann, Antje Latendorf, Anika Steinert, Daniel Sonntag
2018CBMSTowards a Multimodal Multisensory Cognitive Assessment Framework.Mira Niemann, Alexander Prange, Daniel Sonntag
2018ETRAError-aware gaze-based interfaces for robust mobile gaze interaction.Michael Barz, Florian Daiber, Daniel Sonntag, Andreas Bulling
2018HCOMPDevice-Type Influence in Crowd-based Natural Language Translation Tasks (short paper).Michael Barz, Neslihan Bykdemircioglu, Rikhu Prasad Surya, Tim Polzehl, Daniel Sonntag
2018IUIMedical 3D Images in Multimodal Virtual Reality.Alexander Prange, Michael Barz, Daniel Sonntag
2018KIVisual Search Target Inference Using Bag of Deep Visual Words.Sven Stauden, Michael Barz, Daniel Sonntag
2017CBMSAutomatic Extraction of Breast Cancer Information from Clinical Reports.Claudia Bretschneider, Sonja Zillner, Matthias Hammon, Paul Gass, Daniel Sonntag
2017CBMSA Digital Pen Based Tool for Instant Digitisation and Digitalisation of Biopsy Protocols.Alexander Prange, Danilo Schmidt, Daniel Sonntag
2017CBMSIntegrated Decision Support by Combining Textual Information Extraction, Facetted Search and Information Visualisation.Daniel Sonntag, Hans-Jrgen Profitlich
2017HRIEvaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI (Demo).Michael Barz, Peter Poller, Daniel Sonntag
2017HRIEvaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI.Michael Barz, Peter Poller, Daniel Sonntag
2017IJCAISpeech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration).Alexander Prange, Michael Barz, Daniel Sonntag
2017SIGdialA Multimodal Dialogue System for Medical Decision Support inside Virtual Reality.Alexander Prange, Margarita Chikobava, Peter Poller, Michael Barz, Daniel Sonntag
2016CBMSDigital PI-RADS: Smartphone Sketches for Instant Knowledge Acquisition in Prostate Cancer Detection.Alexander Prange, Daniel Sonntag
2016EGVEReal-Time 3D Peripheral View Analysis.Mohammad Mehdi Moniri, Andreas Luxenburger, Winfried Schuffert, Daniel Sonntag
2016ETFAA model-based approach to qualified process automation for anomaly detection and treatment.De-Jiu Chen, Dmitri Valeri Panfilenko, Mahmood Reza Khabbazi, Daniel Sonntag
2016ETFABPMN for knowledge acquisition and anomaly handling in CPS for smart factories.Dmitri Valeri Panfilenko, Peter Poller, Daniel Sonntag, Sonja Zillner, Martin Schneider
2016KIModel Based Augmentation and Testing of an Annotated Hand Pose Dataset.Richrd Bellon, Younggeon Choi, Nikoletta Ekker, Vincent Lepetit, L. Mike Olasz, Daniel Sonntag, Zoltn Tosr, Kyounghwan Yoo, Andrs Lrincz
2015InteractInteraction and Humans in Internet of Things.Markku Turunen, Daniel Sonntag, Klaus-Peter Engelbrecht, Thomas Olsson, Dirk Schnelle-Walka, Andrs Lucero
2015ISMARTutorial 3: Intelligent User Interfaces.Daniel Sonntag
2015IUIHalo Content: Context-aware Viewspace Management for Non-invasive Augmented Reality.Jason Orlosky, Kiyoshi Kiyokawa, Takumi Toyama, Daniel Sonntag
2015IUIAn Interactive Pedestrian Environment Simulator for Cognitive Monitoring and Evaluation.Jason Orlosky, Markus Weber, Yecheng Gu, Daniel Sonntag, Sergey A. Sosnovsky
2015IUIRobot Companions and Smartpens for Improved Social Communication of Dementia Patients.Alexander Prange, Indra Praveen Sandrala, Markus Weber, Daniel Sonntag
2015IUIAttention Engagement and Cognitive State Analysis for Augmented Reality Text Display Functions.Takumi Toyama, Daniel Sonntag, Jason Orlosky, Kiyoshi Kiyokawa
2015KITowards Episodic Memory Support for Dementia Patients by Recognizing Objects, Faces and Text in Eye Gaze.Takumi Toyama, Daniel Sonntag
2014AVIA natural interface for multi-focal plane head mounted displays using 3D gaze.Takumi Toyama, Daniel Sonntag, Jason Orlosky, Kiyoshi Kiyokawa
2014CBMILabelMovie: Semi-supervised machine annotation tool with quality assurance and crowd-sourcing options for videos.Zsolt Palotai, Miklos Lang, Andras Sarkany, Zoltan Toser, Daniel Sonntag, Takumi Toyama, Andrs Lrincz
2014CBMSThe Medical Cyber-physical Systems Activity at EIT: A Look under the Hood.Daniel Sonntag, Sonja Zillner, Samarjit Chakraborty, Andrs Lrincz, Esko Strmmer, Luciano Serafini
2014HCIUsing Eye-Gaze and Visualization to Augment Memory - A Framework for Improving Context Recognition and Recall.Jason Orlosky, Takumi Toyama, Daniel Sonntag, Kiyoshi Kiyokawa
2014HCIERmed - Towards Medical Multimodal Cyber-Physical Environments.Daniel Sonntag
2014IUIA mixed reality head-mounted text translation system using eye gaze input.Takumi Toyama, Daniel Sonntag, Andreas Dengel, Takahiro Matsuda, Masakazu Iwamura, Koichi Kise
2014PERCOMOn-body multi-input indoor localization for dynamic emergency scenarios: fusion of magnetic tracking and optical character recognition with mixed-reality display.Jason Orlosky, Takumi Toyama, Daniel Sonntag, Andras Sarkany, Andrs Lrincz
2013HCITowards Medical Cyber-Physical Systems: Multimodal Augmented Reality for Doctors and Knowledge Discovery about Patients.Daniel Sonntag, Sonja Zillner, Christian Schulz, Markus Weber, Takumi Toyama
2013IAAIIntegrating Digital Pens in Breast Imaging for Instant Knowledge Acquisition.Daniel Sonntag, Markus Weber, Matthias Hammon, Alexander Cavallaro
2013IUIMultimodal interaction strategies in a multi-device environment around natural speech.Christian Schulz, Daniel Sonntag, Markus Weber, Takumi Toyama
2012IUIRadSpeech's mobile dialogue system for radiologists.Daniel Sonntag, Christian Schulz, Christian Reuschling, Luis Galrraga
2011CBMSAligning medical ontologies by axiomatic models, corpus linguistic syntactic rules and context information.Sonja Zillner, Daniel Sonntag
2011ICMIDigital pen in mammography patient forms.Daniel Sonntag, Marcus Liwicki, Markus Weber
2011IUITowards learned feedback for enhancing trust in information seeking dialogue for radiologists.Daniel Sonntag
2011IUIInteractive paper for radiology findings.Daniel Sonntag, Marcus Liwicki, Markus Weber
2010IC3KAutomatic Spatial Plausibility Checks for Medical Object Recognition Results using a Spatio-anatomical Ontology.Manuel Mller, Patrick Ernst, Andreas Dengel, Daniel Sonntag
2010IC3KRepresenting the International Classification of Diseases Version 10 in OWL.Manuel Mller, Michael Sintek, Ralf Biedert, Patrick Ernst, Andreas Dengel, Daniel Sonntag
2010IC3KA Spatio-anatomical Medical Ontology and Automatic Plausibility Checks.Manuel Mller, Daniel Sonntag, Patrick Ernst
2010IC3KModeling the International Classification of Diseases (ICD-10) in OWL.Manuel Mller, Daniel Sonntag, Patrick Ernst
2010IC3KTowards a Process of Building Semantic Multimodal Dialogue Demonstrators.Daniel Sonntag, Norbert Reithinger
2010IUIA multimodal dialogue mashup for medical image semantics.Daniel Sonntag, Manuel Mller
2010LRECSpeech Grammars for Textual Entailment Patterns in Multimodal Question Answering.Daniel Sonntag, Bogdan Sacaleanu
2009IC3KUnifying Semantic Annotation and Querying in Biomedical Image Repositories - One Solution for Two Problems of Medical Knowledge Engineering.Daniel Sonntag, Manuel Mller
2009IJCAIIntrospection and Adaptable Model Integration for Dialogue-based Question Answering.Daniel Sonntag
2008LRECSemiotic-based Ontology Evaluation Tool (S-OntoEval).Renata Queiroz Dividino, Massimo Romanelli, Daniel Sonntag
2007HCIInteraction Design and Implementation for Multimodal Mobile Semantic Web Interfaces.Daniel Sonntag
2007KIText Generation in the SmartWeb Multimodal Dialogue System.Ralf Engel, Daniel Sonntag
2007KISemantic Graph Visualisation for Mobile Semantic Web Interfaces.Daniel Sonntag, Philipp Heim
2006LRECA Multimodal Result Ontology for Integrated Semantic Web Dialogue Applications.Daniel Sonntag, Massimo Romanelli
2005ICMIA look under the hood: design and development of the first SmartWeb system demonstrator.Norbert Reithinger, Simon Bergweiler, Ralf Engel, Gerd Herzog, Norbert Pfleger, Massimo Romanelli, Daniel Sonntag
2005InterspeechAn integration framework for a mobile multimodal dialogue system accessing the semantic web.Norbert Reithinger, Daniel Sonntag
2004GIAssessing the Quality of Natural Language Text Data.Daniel Sonntag