Stanislav Frolov
Scholar

Stanislav Frolov

Google Scholar ID: ZQbmL4wAAAAJ
Researcher, German Research Center for Artificial Intelligence
Deep LearningComputer VisionImage Synthesis
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
647
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
32
list available
Contact
Emailstani.frolov@gmail.comCVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
18 items
LGTM: Training-Free Light-Guided Text-to-Image Diffusion Model via Initial Noise Manipulation
2026
Cited
0
When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators
2026
Cited
0
PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors
2025
Cited
0
HyperCore: Coreset Selection under Noise via Hypersphere Models
2025
Cited
0
SubZeroCore: A Submodular Approach with Zero Training for Coreset Selection
2025
Cited
0
Towards Facilitated Fairness Assessment of AI-based Skin Lesion Classifiers Through GenAI-based Image Synthesis
2025
Cited
0
Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI
2025
Cited
0
A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances
2025
Cited
0
Resume (English only)
Co-authors
32 total
Andreas Dengel
Andreas Dengel
Professor of Computer Science, University of Kaiserslautern & Executive Director, DFKI
Federico Raue
Federico Raue
Senior Researcher, German Research Centre for Artificial Intelligence
Brian B. Moser
Brian B. Moser
Researcher, German Research Center for Artificial Intelligence, University of Kaiserslautern
Jörn Hees
Jörn Hees
H-BRS, DFKI
Co-author 5
Co-author 5
Arundhati Shanbhag
Arundhati Shanbhag
Technical University of Kaiserslautern
Tobias Hinz
Tobias Hinz
Meta Superintelligence Lab
Tobias Christian Nauen
Tobias Christian Nauen
PhD Researcher, DFKI