Galip Ümit Yolcu

According to our database, Galip Ümit Yolcu authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Concept-based explanations of Segmentation and Detection models in Natural Disaster Management.

Samar Heydari, Jawher Said, Galip Ümit Yolcu, Evgenii Kortukov, Elena Golimblevskaia, Evgenios Vlachos, Vasileios Mygdalis, Ioannis Pitas, Sebastian Lapuschkin, Leila Arras

CoRR, March, 2026

2025

Sparse, Efficient and Explainable Data Attribution with DualXDA.

Moritz Weckbecker, Galip Ümit Yolcu, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

Trans. Mach. Learn. Res., 2025

Leveraging Influence Functions for Resampling Data in Physics-Informed Neural Networks.

Jonas R. Naujoks, Aleksander Krasowski, Moritz Weckbecker, Galip Ümit Yolcu, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek, René P. Klausen

Proceedings of the Explainable Artificial Intelligence, 2025

2024

Quanda: An Interpretability Toolkit for Training Data Attribution Evaluation and Beyond.

Dilyara Bareeva, Galip Ümit Yolcu, Anna Hedström, Niklas Schmolenski, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

CoRR, 2024

DualView: Data Attribution from the Dual Perspective.

Galip Ümit Yolcu, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

CoRR, 2024

Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization.

Rohan Reddy Mekala, Frederik Pahde, Simon Baur, Sneha Chandrashekar, Madeline Diep, Markus Wenzel, Eric L. Wisotzky, Galip Ümit Yolcu, Sebastian Lapuschkin, Jackie Ma, Peter Eisert, Mikael Lindvall, Adam A. Porter, Wojciech Samek

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

Optimizing Explanations by Network Canonization and Hyperparameter Search.

Frederik Pahde, Galip Ümit Yolcu, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023