Mehmet Ozgur Turkoglu

According to our database, Mehmet Ozgur Turkoglu authored at least 13 papers between 2017 and 2026.

Collaborative distances:

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

2026

Towards Robust Deep Learning-based Rumex Obtusifolius Detection from Drone Images.

Fabian Dionys Schrag, Mehmet Ozgur Turkoglu, Konrad Schindler, Ralph Lukas Stoop

CoRR, April, 2026

Making Foundation Models Probabilistic via Singular Value Ensembles.

Mehmet Ozgur Turkoglu, Dominik J. Mühlematter, Alexander Becker, Konrad Schindler, Helge Aasen

CoRR, January, 2026

LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks.

Dominik J. Mühlematter, Michelle Halbheer, Alexander Becker, Dominik Narnhofer, Helge Aasen, Konrad Schindler, Mehmet Ozgur Turkoglu

Trans. Mach. Learn. Res., 2026

2025

Model-Agnostic, Temperature-Informed Sampling Enhances Cross-Year Crop Mapping with Deep Learning.

Mehmet Ozgur Turkoglu, Selene Ledain, Helge Aasen

CoRR, June, 2025

2023

Deep learning for vegetation classification from optical satellite image time series.

Mehmet Ozgur Turkoglu

PhD thesis, 2023

2022

Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations.

Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

IEEE Trans. Geosci. Remote. Sens., 2022

Gating Revisited: Deep Multi-Layer RNNs That can be Trained.

Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

IEEE Trans. Pattern Anal. Mach. Intell., 2022

FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation.

Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan D. Wegner, Konrad Schindler

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Crop mapping from image time series: deep learning with multi-scale label hierarchies.

Mehmet Ozgur Turkoglu, Stefano D'Aronco, Gregor Perich, Frank Liebisch, Constantin Streit, Konrad Schindler, Jan Dirk Wegner

CoRR, 2021

Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision.

Mehmet Ozgur Turkoglu, Eric Brachmann, Konrad Schindler, Gabriel J. Brostow, Áron Monszpart

Proceedings of the International Conference on 3D Vision, 2021

2019

A Layer-Based Sequential Framework for Scene Generation with GANs.

Mehmet Ozgur Turkoglu, William Thong, Luuk J. Spreeuwers, Berkay Kicanaoglu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Incremental Learning-Based Adaptive Object Recognition for Mobile Robots.

Mehmet Ozgur Turkoglu, Frank Bart ter Haar, Nanda van der Stap

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017

Texture-Based Eyebrow Recognition.

Mehmet Ozgur Turkoglu, Tugçe Arican

Proceedings of the International Conference of the Biometrics Special Interest Group, 2017