Turan, Berkant

Contact

Position

Staff

Room

3024

Phone

+49 30 84185-294

Website

http://b-turan.github.io/

Publications

2026

ECHOSAT: Estimating Canopy Height Over Space And Time 2026 Jan Pauls, Karsten Schrödter, Sven Ligensa, Martin Schwartz, Berkant Turan, Max Zimmer, Sassan Saatchi, Sebastian Pokutta, Philippe Ciais, Fabian Gieseke BibTeX
arXiv

Neural Concept Verifier: Scaling Prover-Verifier Games via Concept Encodings Proceedings of the 43rd International Conference on Machine Learning, Vol.306, Proceedings of Machine Learning Research, 2026 Berkant Turan, Suhrab Asadulla, David Steinmann, Kristian Kersting, Wolfgang Stammer, Sebastian Pokutta BibTeX
arXiv

2025

Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation Proceedings of the 42nd International Conference on Machine Learning, pp. 48422-48438, Vol.267, Proceedings of Machine Learning Research, 2025 Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke BibTeX
arXiv

The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses Advances in Neural Information Processing Systems, pp. 89062-89108, Vol.38, 2025 Grzegorz Głuch, Berkant Turan, Sai Ganesh Nagarajan, Sebastian Pokutta BibTeX
DOI
arXiv

2024

Interpretability Guarantees with Merlin-Arthur Classifiers Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, pp. 1963-1971, Vol.238, Proceedings of Machine Learning Research, 2024 Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta BibTeX
arXiv