Dr. Stanislav Frolov

Organizational unit Smart Data & Knowledge Services

Contact +49 631 20575 3050 (Kaiserslautern)

Stanislav.Frolov@dfki.de

https://www.stanislavfrolov.com

Address (Kaiserslautern) Trippstadter Straße 12267663 Kaiserslautern

Publications

All publications

TextTeacher: What Can Language Teach About Images?
Tobias Christian Nauen; Stanislav Frolov; Brian Moser; Federico Raue; Ahmed Anwar; Andreas Dengel
In: Transactions on Machine Learning Research (TMLR), Vol. 05/2026, Pages 1-25, Transactions on Machine Learning Research, 60 5th Ave, New York, NY 10011, 5/2026.
Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI
David Dembinsky; Adriano Lucieri; Stanislav Frolov; Hiba Najjar; Ko Watanabe; Andreas Dengel
In: Transactions on Machine Learning Research (TMLR), 1/2026.
When Pretty Isn’t Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators
Krzysztof Adamkiewicz; Brian Moser; Stanislav Frolov; Tobias Christian Nauen; Federico Raue; Andreas Dengel
In: The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2026), June 3-7, Denver, Colorado, USA, IEEE, 2026.