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.
PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors
Brian Moser; Shalini Sarode; Federico Raue; Stanislav Frolov; Krzysztof Adamkiewicz; Arundhati Shanbhag; Joachim Folz; Tobias Christian Nauen; Andreas Dengel
In: Transactions on Machine Learning Research (TMLR), Pages 1-17, Journal of Machine Learning Research, 1/2026.

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