Daniel Sonntag
Scholar

Daniel Sonntag

Google Scholar ID: v7i6Uz4AAAAJ
DFKI and University of Oldenburg
Interactive Machine LearningIntelligent User InterfacesMultimodal Interaction
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Citations & Impact
All-time
Citations
2,235
 
H-index
24
 
i10-index
73
 
Publications
20
 
Co-authors
32
list available
Contact
No contact links provided.
Publications
24 items
Beyond Heatmaps: Unsupervised Concept-Graph Reasoning for Interpretable Visual Explanation
2026
Cited
0
TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment
2026
Cited
0
RoboGaze: Evaluating Robot World Models via Structured Vision-Language Analysis
2026
Cited
0
FOCA: Future-Oriented Conditioning for Data-Efficient Vision-Language-Action Adaptation
2026
Cited
0
Finetuning Vision-Language-Action Models Requires Fewer Layers Than You Think
2026
Cited
0
Self-Improving VLA Policies: Selected Diffusion Noise for Spurious-Robust Action Smoothing
2026
Cited
0
StructSAM: Structure- and Spectrum-Preserving Token Merging for Segment Anything Models
2026
Cited
0
Heads Up!: Towards In Situ Photogrammetry Annotations and Augmented Reality Visualizations for Guided Backcountry Skiing
2026
Cited
0
Resume (English only)
Co-authors
32 total
Michael Barz
Michael Barz
German Research Center for Artificial Intelligence (DFKI)
Co-author 2
Co-author 2
Lorincz, Andras
Lorincz, Andras
Eotvos Lorand University
Co-author 4
Co-author 4
Paul Buitelaar
Paul Buitelaar
Professor in Data Analytics, Data Science Institute, Univ of Galway, Co-PI Insight Centre
Kiyoshi Kiyokawa
Kiyoshi Kiyokawa
Professor, Cybernetics and Reality Engineering (CARE) Laboratory, NAIST, Japan
Philipp Cimiano
Philipp Cimiano
Professor for Computer Science, Bielefeld University
Co-author 8
Co-author 8